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Xu T, Wang S, Ma T, Dong Y, Ashby CR, Hao GF. The identification of essential cellular genes is critical for validating drug targets. Drug Discov Today 2024; 29:104215. [PMID: 39428084 DOI: 10.1016/j.drudis.2024.104215] [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: 08/15/2024] [Revised: 10/06/2024] [Accepted: 10/15/2024] [Indexed: 10/22/2024]
Abstract
Accurately identifying biological targets is crucial for advancing treatment options. Essential genes, vital for cell or organism survival, hold promise as potential drug targets in disease treatment. Although many studies have sought to identify essential genes as therapeutic targets in medicine and bioinformatics, systematic reviews on their relationship with drug targets are relatively rare. This work presents a comprehensive analysis to aid in identifying essential genes as potential targets for drug discovery, encompassing their relevance, identification methods, successful case studies, and challenges. This work will facilitate the identification of essential genes as therapeutic targets, thereby boosting new drug development.
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Affiliation(s)
- Ting Xu
- School of Pharmaceutical Sciences, Guizhou Engineering Laboratory for Synthetic Drugs, Guizhou University, Guiyang 550025, China
| | - Shuang Wang
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals, Guizhou University, Guiyang 550025, China
| | - Tingting Ma
- School of Pharmaceutical Sciences, Guizhou Engineering Laboratory for Synthetic Drugs, Guizhou University, Guiyang 550025, China
| | - Yawen Dong
- School of Pharmaceutical Sciences, Guizhou Engineering Laboratory for Synthetic Drugs, Guizhou University, Guiyang 550025, China.
| | - Charles R Ashby
- Department of Pharmaceutical Sciences, St. John's University, New York, NY, USA.
| | - Ge-Fei Hao
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals, Guizhou University, Guiyang 550025, China.
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Jia ZC, Yang X, Wu YK, Li M, Das D, Chen MX, Wu J. The Art of Finding the Right Drug Target: Emerging Methods and Strategies. Pharmacol Rev 2024; 76:896-914. [PMID: 38866560 PMCID: PMC11334170 DOI: 10.1124/pharmrev.123.001028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 05/28/2024] [Accepted: 05/31/2024] [Indexed: 06/14/2024] Open
Abstract
Drug targets are specific molecules in biological tissues and body fluids that interact with drugs. Drug target discovery is a key component of drug discovery and is essential for the development of new drugs in areas such as cancer therapy and precision medicine. Traditional in vitro or in vivo target discovery methods are time-consuming and labor-intensive, limiting the pace of drug discovery. With the development of modern discovery methods, the discovery and application of various emerging technologies have greatly improved the efficiency of drug discovery, shortened the cycle time, and reduced the cost. This review provides a comprehensive overview of various emerging drug target discovery strategies, including computer-assisted approaches, drug affinity response target stability, multiomics analysis, gene editing, and nonsense-mediated mRNA degradation, and discusses the effectiveness and limitations of the various approaches, as well as their application in real cases. Through the review of the aforementioned contents, a general overview of the development of novel drug targets and disease treatment strategies will be provided, and a theoretical basis will be provided for those who are engaged in pharmaceutical science research. SIGNIFICANCE STATEMENT: Target-based drug discovery has been the main approach to drug discovery in the pharmaceutical industry for the past three decades. Traditional drug target discovery methods based on in vivo or in vitro validation are time-consuming and costly, greatly limiting the development of new drugs. Therefore, the development and selection of new methods in the drug target discovery process is crucial.
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Affiliation(s)
- Zi-Chang Jia
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.)
| | - Xue Yang
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.)
| | - Yi-Kun Wu
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.)
| | - Min Li
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.)
| | - Debatosh Das
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.) ;
| | - Mo-Xian Chen
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.) ;
| | - Jian Wu
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang, China (Z.-C.J., X.Y., Y.-K.W., M.-X.C., J.W.); The Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee (D.D.); and State Key Laboratory of Crop Biology, College of Life Science, Shandong Agricultural University, Taian, Shandong, China (M.L.) ;
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Chen GY, Chai TQ, Zhang H, Yang FQ. Applications of mild-condition synthesized metal complexes with enzyme-like activity in the colorimetric and fluorescence analysis. Coord Chem Rev 2024; 508:215761. [DOI: 10.1016/j.ccr.2024.215761] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
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Zhu P, Zhou L, Lin Y, Wang Y, Han Y, Cai S. A magnetic beads-based ligand fishing method Coupled with UHPLC-QTOF MS for screening and identification of α-glucosidase inhibitors from Houttuynia cordata Thunb. Talanta 2024; 270:125583. [PMID: 38141464 DOI: 10.1016/j.talanta.2023.125583] [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: 08/22/2023] [Revised: 11/21/2023] [Accepted: 12/20/2023] [Indexed: 12/25/2023]
Abstract
In this study, a method for the screening and identification of α-glucosidase inhibitors from natural products was developed. The α-glucosidase was immobilized on carboxyl terminated magnetic beads to form a ligand fishing system to screen the potential inhibitors. A total of 9 compounds were fishing out from the crude Houttuynia cordata Thunb. extract. Meanwhile, ultra-high performance liquid chromatography quadrupole time-of-flight mass spectrometry (UHPLC-QTOF MS) was used for the identification of the chemical structures, including 3 chlorogenic acid isomers, 2 flavone C-glycosides and 4 flavone O-glycosides. The combination of enzyme immobilization magnetic beads and UHPLC-QTOF MS could be used for the screening of bioactive multi-components from herbs with appropriate targets. Taking the advantage of the specificity of enzyme binding and the convenience of magnetic separation, the method has great potential for rapid screening of α-glucosidase inhibitors from complicated natural product extracts.
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Affiliation(s)
- Peixi Zhu
- College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou 310014, Zhejiang, China.
| | - Luxi Zhou
- College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou 310014, Zhejiang, China
| | - Yuxiu Lin
- College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou 310014, Zhejiang, China
| | - Yixi Wang
- College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou 310014, Zhejiang, China
| | - Yu Han
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310030, Zhejiang, China; Jinhua Institute of Zhejiang University, Jinhua 321299, China
| | - Sheng Cai
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310030, Zhejiang, China; Jinhua Institute of Zhejiang University, Jinhua 321299, China.
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Tang J, Sun Q, Xie Y, Zheng Q, Ding Y. Virus-like Iron-Gold Heterogeneous Nanoparticles for Drug Target Screening. Anal Chem 2023; 95:17187-17192. [PMID: 37962582 DOI: 10.1021/acs.analchem.3c01762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Drug-target recognition has great impacts on revealing mechanisms of pharmacological activities, especially drug resistance and off-target effects. In recent years, chemoproteomics has been widely used for drug target screening and discovery due to its high-throughput, high accuracy, and sensitivity. However, there still remain challenges on how to efficiently and unambiguously track target proteins from complex biological matrices. Herein, we report a drug target screening method based on virus-like iron-gold heterogeneous nanoparticles (Au@Fe3O4 NPs). The unique structure of Au@Fe3O4 NPs not only maintains the magnetism of Fe3O4 NPs to facilitate protein enrichment and purification, but also increases drug modification by introducing more active sites on the surface of Au NPs. After coincubating the drug modified NPs with the cell lysate, the high loading of drug on the surface of Au@Fe3O4 NPs was beneficial for capturing target proteins with low abundance. This well-designed heterogeneous nanomaterial provides a novel strategy for improving the efficiency and accuracy of affinity-based proteomics.
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Affiliation(s)
- Jiayue Tang
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China
| | - Qi Sun
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China
| | - Yuxin Xie
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China
| | - Qiuling Zheng
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China
| | - Ya Ding
- Key Laboratory of Drug Quality Control and Pharmacovigilance, Ministry of Education, China Pharmaceutical University, Nanjing 210009, China
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Wang Z, Wang H, Lin S, Ahmed S, Angers S, Sargent EH, Kelley SO. Nanoparticle Amplification Labeling for High-Performance Magnetic Cell Sorting. NANO LETTERS 2022; 22:4774-4783. [PMID: 35639489 DOI: 10.1021/acs.nanolett.2c01018] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Magnetic cell sorting is an enabling tool for the isolation of specific cellular subpopulations for downstream applications and requires the cells to be labeled by a sufficient number of magnetic nanoparticles to leverage magnetophoresis for efficient separation. This requirement makes it challenging to target weakly expressed biomarkers. Here, we developed a new approach that selectively and efficiently amplifies the magnetic labeling on cells through sequentially connected antibodies and nanoparticles delivered to the surface or interior of the cell. Using this approach, we achieved amplification up to 100-fold for surface and intracellular markers. We also demonstrated the utility of this assay for enabling high-performance magnetic cell sorting when it is applied to the analysis of rare tumor cells for cancer diagnosis and the purification of transfected CAR T cells for immunotherapy. The data presented demonstrate a useful tool for the stratification of rare cell subpopulations.
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Affiliation(s)
- Zongjie Wang
- The Edward S. Rogers Sr. Department of Electrical & Computer Engineering, University of Toronto, Toronto M5S 3G4, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto M5S 3G9, Canada
| | - Hansen Wang
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto M5S 3M2, Canada
| | - Sichun Lin
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto M5S 3M2, Canada
- Terrence Donnelly Centre for Cellular & Biomolecular Research, University of Toronto, Toronto M5S 3E1, Canada
| | - Sharif Ahmed
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto M5S 3M2, Canada
| | - Stephane Angers
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto M5S 3M2, Canada
- Terrence Donnelly Centre for Cellular & Biomolecular Research, University of Toronto, Toronto M5S 3E1, Canada
| | - Edward H Sargent
- The Edward S. Rogers Sr. Department of Electrical & Computer Engineering, University of Toronto, Toronto M5S 3G4, Canada
| | - Shana O Kelley
- Institute of Biomedical Engineering, University of Toronto, Toronto M5S 3G9, Canada
- Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto M5S 3M2, Canada
- Department of Chemistry, Weinberg College of Arts & Sciences, Northwestern University, Evanston, Illinois 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois 60208, United States
- Department of Biochemistry, Faculty of Medicine, University of Toronto, Toronto M5S 1A8, Canada
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, United States
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Unmodified methodologies in target discovery for small molecule drugs: A rising star. CHINESE CHEM LETT 2022. [DOI: 10.1016/j.cclet.2022.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Fan X, Wu H, Zhao L, Guo X. A Poly-Chitosan and Cis-Platinum Conjugated Composite Nanoparticle System for Liver Cancer Therapy. J Biomed Nanotechnol 2021; 17:1726-1734. [PMID: 34688317 DOI: 10.1166/jbn.2021.3157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The aim of this study was to test an effective nano-pole capsule loaded cis-platinum (CP) transplantation device for liver cancer (LC) therapy. A novel nano-pole capsule was designed as a new vector for storing CP. HepG2 cells and a B6/J mouse model were used to test the efficiency of polyethyleneimine-cis-platinum (PEI-CP) and poly-chitosan-cis-platinum (PC-CP). Infiltration efficiency and transplantation efficiency tests were performed to study the performance of the delivery system, and fibroblast reactions and macrophage numbers were observed, to test for immune rejection and foreign body reactions. The apoptosis rate and tumor diameter of hepatocellular carcinoma cells were used to evaluate the effect of the tumor therapy. We also studied the functional mechanism of different CP delivery systems. The infiltration and transplantation efficiencies of PC-CP were higher than that of PEI-CP; Less foreign body reaction appeared in PC system, with less fibroblast reaction and lower macrophage reaction. The clinical efficacy of PC-CP in terms of tumor apoptosis and diameter reduction was superior to that of PEI-CP. We demonstrated that PC-CP had a more significant alteration effect on mTOR, P-Ak, LC3 and P53. The PC system can better deliver and release drugs than PEI-CP, and may be a better choice for LC therapy in the future.
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Affiliation(s)
- Xiangyu Fan
- Department of Radiation Oncology, The Fourth Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, PR China
| | - Haiyun Wu
- Department of Medical Imaging, The Fourth Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, PR China
| | - Lisong Zhao
- Department of Radiation Oncology, The Fourth Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, PR China
| | - Xu Guo
- Department of Radiation Oncology, The Fourth Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, PR China
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Chen X, Ruan H, Ma Z, Hu J, Xu W, Yin L, Fu S. Polymerase Chain Reaction in the Detection of miR-455-5p and Sphingosine-1 Phosphate Proteins in Cervical Carcinoma with the Help of Gold Nanoparticles-Based. J Biomed Nanotechnol 2021; 17:1535-1544. [PMID: 34544531 DOI: 10.1166/jbn.2021.3138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
This study aimed to detect miR-455-5p and S1PR1 proteins using nanoparticle-assisted polymerase chain reaction (nano-PCR) to determine their correlation with cervical carcinoma prognosis. To achieve this study's goals, we selected 48 cervical carcinoma patients between January 2014 to January 2016 and subjected them to the miR-455-5p test by nano-PCR. The collected samples were then divided into two groups based on miR-455-5p levels. We had four HeLa cell groups, one group as the control, and one group overexpressed the miR-455-5p protein. A third group was miR-455-5p silent, and a separate group overexpressed both the miR-455-5p and S1PR1 proteins. Results also proved that the nano-PCR had a higher sensitivity than RT-PCR, and patients with poor prognosis had lesser miR-455-5p levels. Similarly, high levels of miR-455-5 contributed to cancer cell apoptosis and migration inhibition by targeting S1PR1 expression negatively. These two biomarkers are therefore significantly related to the prognosis of cervical carcinoma patients.
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Affiliation(s)
- Xinping Chen
- Key Laboratory of Tropical Biological Resources of Ministry of Education, Hainan University, Haikou, 570228, Hainan, PR China
| | - Heqiu Ruan
- Central Laboratory, Hainan General Hospital, Hainan Hospital Affiliated to the Hainan Medical College, Hainan Provincial Key Laboratory of Cell and Molecular Genetic Translational Medicine, Haikou, Hainan Province 570311, China
| | - Zhichao Ma
- Central Laboratory, Hainan General Hospital, Hainan Hospital Affiliated to the Hainan Medical College, Hainan Provincial Key Laboratory of Cell and Molecular Genetic Translational Medicine, Haikou, Hainan Province 570311, China
| | - Junjie Hu
- Central Laboratory, Hainan General Hospital, Hainan Hospital Affiliated to the Hainan Medical College, Hainan Provincial Key Laboratory of Cell and Molecular Genetic Translational Medicine, Haikou, Hainan Province 570311, China
| | - Weihua Xu
- Central Laboratory, Hainan General Hospital, Hainan Hospital Affiliated to the Hainan Medical College, Hainan Provincial Key Laboratory of Cell and Molecular Genetic Translational Medicine, Haikou, Hainan Province 570311, China
| | - Liyan Yin
- Key Laboratory of Tropical Biological Resources of Ministry of Education, Hainan University, Haikou, 570228, Hainan, PR China
| | - Shengmiao Fu
- Central Laboratory, Hainan General Hospital, Hainan Hospital Affiliated to the Hainan Medical College, Hainan Provincial Key Laboratory of Cell and Molecular Genetic Translational Medicine, Haikou, Hainan Province 570311, China
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