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Komatsu Y, Matsunaga K. Cosmetically Applicable Soluble Agonists for Toll-like Receptor 2 Produced by Fermentation of Asparagus Extract Supplemented with Skimmed Milk Using Lactobacillus delbrueckii subsp. lactis TL24 Consist of Molecules Larger than 100 kDa and Can Be Stabilized by Lyophilization with Dextrin. Molecules 2024; 29:4557. [PMID: 39407487 PMCID: PMC11477629 DOI: 10.3390/molecules29194557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/20/2024] Open
Abstract
Cosmetically applicable soluble agonists for Toll-like receptor 2 (TLR2), which can strengthen skin barrier function, were produced by fermentation of asparagus (Asparagus officinalis L.) extract supplemented with skimmed milk using Lactobacillus delbrueckii subsp. lactis TL24. Their molecular size was estimated to be >100 kDa. Their TLR2-stimulating activity was stable over 1 year at 4 °C, but it decreased by more than 95% within 10 and 4 months at 25 °C and 40 °C, respectively. The possibility of stabilization of TLR2-stimulating activity by powdering was tested, and we found that lyophilization with 10% or a higher amount of dextrin could stabilize the activity even at 40 °C. The powdered fermented product dose-dependently stimulated TLR2. It augmented the formation of tight junctions in normal human keratinocytes, as detected by fluorescence staining of occludin and ZO-1, whereas their protein and gene expression levels did not increase, suggesting that a change in subcellular localization of these proteins without significant changes in their amounts might be responsible. The powder nature has some benefits over the aqueous, besides stability, e.g., it can be dissolved just before application, allowing fresh material to be used each time, and it may widen a range of cosmetic applications in non-aqueous types of cosmetics.
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Affiliation(s)
- Yasuhiko Komatsu
- Development Research Department, Snowden Co., Ltd., 3-7-16 Iwamoto-cho, Chiyoda-ku, Tokyo 101-0032, Japan;
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2
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Varga GM, Spendal M, Sigh J, Søeborg T, Nielsen NJ. Interference from anti-drug antibodies on the quantification of insulin: a comparison of an LC-MS/MS assay and immunoassays. Bioanalysis 2024; 16:1-11. [PMID: 39262387 PMCID: PMC11485705 DOI: 10.1080/17576180.2024.2389637] [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: 06/01/2024] [Accepted: 08/05/2024] [Indexed: 09/13/2024] Open
Abstract
Aim: This study aims to compare the anti-drug antibody (ADA) interference in four pharmacokinetic (PK) assays across different platforms (AlphaLISA, Gyrolab, LC-MS/MS) and to devise a strategy for ADA interference mitigation to improve the accuracy of measured drug in total PK assays.Materials & methods: Spiked test samples, created to achieve different ADA concentrations in human serum also containing an insulin analogue, were analyzed alongside pooled clinical samples using four assays.Results & conclusion: Interference was observed in all platforms. A novel approach using the Gyrolab mixing CD, including acid dissociation in the PK assay, significantly reduced interference and thereby improved relative error from >99% to ≤20% yielding measurements well within the acceptance criteria. Clinical sample results reinforced findings from the test samples.
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Affiliation(s)
- Georgina Marta Varga
- Analytical Chemistry Group, Department of Plant & Environmental Science, Faculty of Science, University of Copenhagen, Frederiksberg C, DK-1871, Denmark
- Non-clinical & Clinical Assay Sciences, Global Discovery & Development Sciences, Novo Nordisk A/S Måløv, DK-2760, Denmark
| | - Manca Spendal
- Analytical Chemistry Group, Department of Plant & Environmental Science, Faculty of Science, University of Copenhagen, Frederiksberg C, DK-1871, Denmark
- Non-clinical & Clinical Assay Sciences, Global Discovery & Development Sciences, Novo Nordisk A/S Måløv, DK-2760, Denmark
| | - Jens Sigh
- Non-clinical & Clinical Assay Sciences, Global Discovery & Development Sciences, Novo Nordisk A/S Måløv, DK-2760, Denmark
| | - Tue Søeborg
- Non-clinical & Clinical Assay Sciences, Global Discovery & Development Sciences, Novo Nordisk A/S Måløv, DK-2760, Denmark
| | - Nikoline Juul Nielsen
- Analytical Chemistry Group, Department of Plant & Environmental Science, Faculty of Science, University of Copenhagen, Frederiksberg C, DK-1871, Denmark
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Huang L, Gish M, Boehlke J, Jeep RH, Chen C. Assay Development and Validation for Innovative Antiviral Development Targeting the N-Terminal Autoprocessing of SARS-CoV-2 Main Protease Precursors. Viruses 2024; 16:1218. [PMID: 39205192 PMCID: PMC11359197 DOI: 10.3390/v16081218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 07/14/2024] [Accepted: 07/23/2024] [Indexed: 09/04/2024] Open
Abstract
The SARS-CoV-2 main protease (Mpro) is initially synthesized as part of polyprotein precursors that undergo autoproteolysis to release the free mature Mpro. To investigate the autoprocessing mechanism in transfected mammalian cells, we examined several fusion precursors, with the mature SARS-CoV-2 Mpro along with the flanking amino acids (to keep the native substrate sequences) sandwiched between different tags. Our analyses revealed differential proteolysis kinetics at the N- and C-terminal cleavage sites. Particularly, N-terminal processing is differentially influenced by various upstream fusion tags (GST, sGST, CD63, and Nsp4) and amino acid variations at the N-terminal P1 position, suggesting that precursor catalysis is flexible and subject to complex regulation. Mutating Q to E at the N-terminal P1 position altered both precursor catalysis and the properties of the released Mpro. Interestingly, the wild-type precursors exhibited different enzymatic activities compared to those of the released Mpro, displaying much lower susceptibility to known inhibitors targeting the mature form. These findings suggest the precursors as alternative targets for antiviral development. Accordingly, we developed and validated a high-throughput screening (HTS)-compatible platform for functional screening of compounds targeting either the N-terminal processing of the SARS-CoV-2 Mpro precursor autoprocessing or the released mature Mpro through different mechanisms of action.
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Affiliation(s)
| | | | | | | | - Chaoping Chen
- Department of Biochemistry and Molecular Biology, Colorado State University, Fort Collins, CO 80523, USA; (L.H.); (M.G.); (J.B.); (R.H.J.)
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Gerstberger T, Berger H, Büttner FH, Gmachl M, Kessler D, Koegl M, Lucas S, Martin LJ, Mayer M, McConnell DB, Mitzner S, Scholz G, Treu M, Wolkerstorfer B, Zahn S, Zak KM, Jaeger PA, Ettmayer P. Chasing Red Herrings: Palladium Metal Salt Impurities Feigning KRAS Activity in Biochemical Assays. J Med Chem 2024; 67:11701-11711. [PMID: 39009041 DOI: 10.1021/acs.jmedchem.3c02381] [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: 07/17/2024]
Abstract
Identifying promising chemical starting points for small molecule inhibitors of active, GTP-loaded KRAS "on" remains of great importance to clinical oncology and represents a significant challenge in medicinal chemistry. Here, we describe broadly applicable learnings from a KRAS hit finding campaign: While we initially identified KRAS inhibitors in a biochemical high-throughput screen, we later discovered that compound potencies were all but assay artifacts linked to metal salts interfering with KRAS AlphaScreen assay technology. The source of the apparent biochemical KRAS inhibition was ultimately traced to unavoidable palladium impurities from chemical synthesis. This discovery led to the development of a Metal Ion Interference Set (MIIS) for up-front assay development and testing. Profiling of the MIIS across 74 assays revealed a reduced interference liability of label-free biophysical assays and, as a result, provided general estimates for luminescence- and fluorescence-based assay susceptibility to metal salt interference.
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Affiliation(s)
- Thomas Gerstberger
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Helmut Berger
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Frank H Büttner
- Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Str. 65, D-88397 Biberach, Germany
| | - Michael Gmachl
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Dirk Kessler
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Manfred Koegl
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Simon Lucas
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Laetitia J Martin
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Moriz Mayer
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Darryl B McConnell
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Sophie Mitzner
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Guido Scholz
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Matthias Treu
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Bernhard Wolkerstorfer
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Stephan Zahn
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Krzysztof M Zak
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Philipp A Jaeger
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
| | - Peter Ettmayer
- Boehringer Ingelheim RCV GmbH & Co. KG, Dr. Boehringer Gasse 5-11, A-1121 Vienna, Austria
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Chen Y, Sun S, Liu X, Li H, Huan S, Xiong B, Zhang XB. Plasmonic Imaging of Multivalent NTD-Nucleic Acid Interactions for Broad-Spectrum Antiviral Drug Analysis. Anal Chem 2024; 96:9551-9560. [PMID: 38787915 DOI: 10.1021/acs.analchem.4c01037] [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: 05/26/2024]
Abstract
The discovery and identification of broad-spectrum antiviral drugs are of great significance for blocking the spread of pathogenic viruses and corresponding variants of concern. Herein, we proposed a plasmonic imaging-based strategy for assessing the efficacy of potential broad-spectrum antiviral drugs targeting the N-terminal domain of a nucleocapsid protein (NTD) and nucleic acid (NA) interactions. With NTD and NA conjugated gold nanoparticles as core and satellite nanoprobes, respectively, we found that the multivalent binding interactions could drive the formation of core-satellite nanostructures with enhanced scattering brightness due to the plasmonic coupling effect. The core-satellite assembly can be suppressed in the presence of antiviral drugs targeting the NTD-NA interactions, allowing the drug efficacy analysis by detecting the dose-dependent changes in the scattering brightness by plasmonic imaging. By quantifying the changes in the scattering brightness of plasmonic nanoprobes, we uncovered that the constructed multivalent weak interactions displayed a 500-fold enhancement in affinity as compared with the monovalent NTD-NA interactions. We demonstrated the plasmonic imaging-based strategy for evaluating the efficacy of a potential broad-spectrum drug, PJ34, that can target the NTD-NA interactions, with the IC50 as 24.35 and 14.64 μM for SARS-CoV-2 and SARS-CoV, respectively. Moreover, we discovered that ceftazidime holds the potential as a candidate drug to inhibit the NTD-NA interactions with an IC50 of 22.08 μM from molecular docking and plasmonic imaging-based drug analysis. Finally, we validated that the potential antiviral drug, 5-benzyloxygramine, which can induce the abnormal dimerization of nucleocapsid proteins, is effective for SARS-CoV-2, but not effective against SARS-CoV. All these demonstrations indicated that the plasmonic imaging-based strategy is robust and can be used as a powerful strategy for the discovery and identification of broad-spectrum drugs targeting the evolutionarily conserved viral proteins.
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Affiliation(s)
- Yancao Chen
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Shijie Sun
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Xixuan Liu
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Huiwen Li
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Shuangyan Huan
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Bin Xiong
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
| | - Xiao-Bing Zhang
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China
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Cao Z, Hou Y, Zhao Z, Zhang H, Tian L, Zhang Y, Dong C, Guo F, Tan L, Han Y, Wang W, Jiao S, Tang Y, An L, Zhou Z. Reactivating Hippo by drug compounds to suppress gastric cancer and enhance chemotherapy sensitivity. J Biol Chem 2024; 300:107311. [PMID: 38657866 PMCID: PMC11126936 DOI: 10.1016/j.jbc.2024.107311] [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: 01/10/2024] [Revised: 04/12/2024] [Accepted: 04/16/2024] [Indexed: 04/26/2024] Open
Abstract
The Hippo signaling pathway plays an essential role in organ size control and tumorigenesis. Loss of Hippo signal and hyper-activation of the downstream oncogenic YAP signaling are commonly observed in various types of cancers. We previously identified STRN3-containing PP2A phosphatase as a negative regulator of MST1/2 kinases (i.e., Hippo) in gastric cancer (GC), opening the possibility of selectively targeting the PP2Aa-STRN3-MST1/2 axis to recover Hippo signaling against cancer. Here, we further discovered 1) disulfiram (DSF), an FDA-approved drug, which can similarly block the binding of STRN3 to PP2A core enzyme and 2) CX-6258 (CX), a chemical inhibitor, that can disrupt the interaction between STRN3 and MST1/2, both allowing reactivation of Hippo activity to inhibit GC. More importantly, we found these two compounds, via an MST1/2 kinase-dependent manner, inhibit DNA repair to sensitize GC towards chemotherapy. In addition, we identified thiram, a structural analog of DSF, can function similarly to inhibit cancer cell proliferation or enhance chemotherapy sensitivity. Interestingly, inclusion of copper ion enhanced such effects of DSF and thiram on GC treatment. Overall, this work demonstrated that pharmacological targeting of the PP2Aa-STRN3-MST1/2 axis by drug compounds can potently recover Hippo signal for tumor treatment.
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Affiliation(s)
- Zhifa Cao
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Stomatology, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, China
| | - Yu Hou
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhangting Zhao
- Department of Stomatology, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, China
| | - Hui Zhang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Luyang Tian
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yiming Zhang
- Department of Stomatology, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, China
| | - Chao Dong
- Department of Medical Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Fenghua Guo
- Department of General Surgery, Hua'shan Hospital, Fudan University Shanghai Medical College, Shanghai, China
| | - Lijie Tan
- Department of Thoracic Surgery, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yi Han
- Department of Stomatology, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, China
| | - Wenjia Wang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shi Jiao
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yang Tang
- Department of Stomatology, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, China.
| | - Liwei An
- Department of Stomatology, Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Tongji University Cancer Center, School of Medicine, Tongji University, Shanghai, China.
| | - Zhaocai Zhou
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China; Collaborative Innovation Center for Cancer Personalized Medicine, School of Public Health, Nanjing Medical University, Nanjing, China.
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7
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Li Z, Yang S, Qiao J, Tan Y, Liu Q, Yang B, Feng W, Cui L. Performance evaluation of a novel high-sensitivity cardiac troponin T assay: analytical and clinical perspectives. Clin Chem Lab Med 2024; 62:979-987. [PMID: 37999934 DOI: 10.1515/cclm-2023-0789] [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: 07/25/2023] [Accepted: 10/31/2023] [Indexed: 11/25/2023]
Abstract
OBJECTIVES To evaluate the analytical characteristics of a novel high-sensitivity cardiac troponin T (hs-cTnT) test on the automatic light-initiated chemiluminescent assay (LiCA®) system, and validated its diagnostic performance for non-ST-segment elevation myocardial infarction (NSTEMI). METHODS Studies included an extensive analytical evaluation and established the 99th percentile upper reference limit (URL) from apparently healthy individuals, followed by a diagnostic performance validation for NSTEMI. RESULTS Sex-specific 99th percentile URLs were 16.0 ng/L (1.7 % CV: coefficient of variation) for men (21-92 years) and 13.4 ng/L (2.0 % CV) for women (23-87 years) in serum, and 30.6 ng/L (0.9 % CV) for men (18-87 years) and 20.2 ng/L (1.4 % CV) for women (18-88 years) in heparin plasma. Detection rates in healthy individuals ranged from 98.9 to 100 %. An excellent agreement was identified between LiCA® and Elecsys® assays with a correlation coefficient of 0.993 and mean bias of -0.7 % (-1.8-0.4 %) across the full measuring range, while the correlation coefficient and overall bias were 0.967 and -1.1 % (-2.5-0.3 %) for the lower levels of cTnT (10-100 ng/L), respectively. At the specific medical decision levels (14.0 and 52.0 ng/L), assay difference was estimated to be <5.0 %. No significant difference was found between these two assays in terms of area under curve (AUC), sensitivity and specificity, negative predictive value (NPV) and positive predictive value (PPV) for the diagnosis of NSTEMI. CONCLUSIONS LiCA® hs-cTnT is a reliable 3rd-generation (level 4) high-sensitivity assay for detecting cardiac troponin T. The assay is acceptable for practical use in the diagnosis of NSTEMI.
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Affiliation(s)
- Zhongxin Li
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Shuo Yang
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Jiao Qiao
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Yuan Tan
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Qi Liu
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Boxin Yang
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Weimin Feng
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
| | - Liyan Cui
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, P.R. China
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Alfaro-Palma J, Johnston WA, Behrendorff J, Cui Z, Moradi SV, Alexandrov K. Development of Lyophilized Eukaryotic Cell-Free Protein Expression System Based on Leishmania tarentolae. ACS Synth Biol 2024; 13:449-456. [PMID: 38268082 DOI: 10.1021/acssynbio.3c00428] [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: 01/26/2024]
Abstract
Eukaryotic cell-free protein expression systems enable rapid production of recombinant multidomain proteins in their functional form. A cell-free system based on the rapidly growing protozoan Leishmania tarentolae (LTE) has been extensively used for protein engineering and analysis of protein interaction networks. However, like other eukaryotic cell-free systems, LTE deteriorates at ambient temperatures and requires deep freezing for transport and storage. In this study, we report the development of a lyophilized version of LTE. Use of lyoprotectants such as poly(ethylene glycol) and trehalose during the drying process allows retention of 76% of protein expression activity versus nonlyophilized controls. Lyophilized LTE is capable of withstanding storage at room temperature for over 2 weeks. We demonstrated that upon reconstitution the lyophilized LTE could be used for in vitro expression of active enzymes, analysis of protein-protein interactions by AlphaLISA assay, and functional analysis of protein biosensors. Development of lyophilized LTE lowers the barriers to its distribution and opens the door to its application in remote areas.
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Affiliation(s)
- Juan Alfaro-Palma
- ARC Centre of Excellence in Synthetic Biology, Centre for Agriculture and the Bioeconomy, School of Biology and Environmental Science, Queensland University of Technology, Brisbane, QLD 4001, Australia
| | - Wayne A Johnston
- ARC Centre of Excellence in Synthetic Biology, Centre for Agriculture and the Bioeconomy, School of Biology and Environmental Science, Queensland University of Technology, Brisbane, QLD 4001, Australia
| | - James Behrendorff
- ARC Centre of Excellence in Synthetic Biology, Centre for Agriculture and the Bioeconomy, School of Biology and Environmental Science, Queensland University of Technology, Brisbane, QLD 4001, Australia
- CSIRO Future Science Platform in Synthetic Biology, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Black Mountain, ACT 2601, Australia
| | - Zhenling Cui
- ARC Centre of Excellence in Synthetic Biology, Centre for Agriculture and the Bioeconomy, School of Biology and Environmental Science, Queensland University of Technology, Brisbane, QLD 4001, Australia
| | - Shayli Varasteh Moradi
- Protein Expression Facility, AIBN Building, The University of Queensland, St Lucia, QLD 4072, Australia
| | - Kirill Alexandrov
- ARC Centre of Excellence in Synthetic Biology, Centre for Agriculture and the Bioeconomy, School of Biology and Environmental Science, Queensland University of Technology, Brisbane, QLD 4001, Australia
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Yang X, Zheng L, Sun Y, Tan X, Zhang B, Li X, Li H. Quantitative Detection of House Dust Mites-Specific IgE by Light-Initiated Chemiluminescence Assay. Lab Med 2024; 55:27-33. [PMID: 37052524 DOI: 10.1093/labmed/lmad024] [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: 04/14/2023] Open
Abstract
OBJECTIVE To establish a new method for quantitative detection of house dust mite (HDM)-sIgE based on light-initiated chemiluminescence assay (LiCA). METHODS The assay was established after optimizing the reaction conditions, and the assay performance was evaluated according to the clinical guidelines. Further, the results of LiCA were compared with those from the ELISA and ImmunoCAP methods. RESULTS Coefficients of variation for repeatability ranged from 4.22% to 7.69%, and intermediate precision from 8.38% to 10.34%. The limit of blank (LoB), limit of detection (LoD), and limit of quantitation (LoQ) were 0.066 kUA/L, 0.165 kUA/L, and 0.171 kUA/L, respectively. The coefficient of correlation (r) between the results of LiCA and ELISA was 0.9263, and the r between the results of LiCA and ImmunoCAP was 0.8870. CONCLUSIONS A HDM-sIgE quantitation assay based on LiCA was established, which could be used as a new reliable analytical tool for the determination of HDM-sIgE.
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Affiliation(s)
- Xiaohui Yang
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Lisheng Zheng
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Yuanmin Sun
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Xin Tan
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Bei Zhang
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Xue Li
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Huiqiang Li
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
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10
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Sun Y, Na R, Zhu L, Yang X, Tan X, Zheng L, Li H, Yu Y. Establishment of a homogeneous chemiluminescence immunoassay for cat dander sIgE antibody detection. J Asthma 2024; 61:10-19. [PMID: 37421635 DOI: 10.1080/02770903.2023.2234994] [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: 06/11/2023] [Revised: 06/30/2023] [Accepted: 07/05/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND In vitro specific IgE (sIgE) testing has become an important tool for the diagnosis of IgE-mediated allergic diseases. Current methods used to detect allergen sIgE are time consuming and/or expensive. Therefore, a new method was developed for rapid quantitative detection of cat dander-sIgE antibody based on homogeneous chemiluminescence immunoassay. METHODS Selection of chemibeads with different chemical groups, and the best Light-initiated chemiluminescence assay (LiCA) analytical mode for cat dander-sIgE detection. To validate and eliminate the interference of IgE on the detection of cat dander-sIgE, concentration of biotinylated anti-human IgE antibody was optimized. For quantification of cat dander-sIgE, a calibration curve was established, and the performance of the assay was evaluated according to clinical guidelines. RESULTS Indirect LiCA is the best mode of analysis and biotinylated anti-human IgE antibody at a dilution ratio of 1:250 minimizes IgE interference. The coefficient of variation of the developed LiCA was 1.49% to 4.66%, with an intermediate precision of 6.90% to 8.21%. The LoB, LoD, and LoQ of the assay were 0.023 kUA/L, 0.056 kUA/L and 0.185 kUA/L. The coefficient of correlation (r) between LiCA and ImmounoCAP was 0.9478. CONCLUSIONS A cat dander-sIgE quantitation assay based on homogeneous chemiluminescence immunoassay was established, which could be a new reliable analytical tool for the determination of cat dander-sIgE.
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Affiliation(s)
- Yuanmin Sun
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Ren Na
- Department of Clinical Laboratory, Tianjin Children's Hospital, Tianjin, China
| | - Lina Zhu
- Department of Clinical Laboratory, Second Affiliated Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Xiaohui Yang
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Xin Tan
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Lisheng Zheng
- Department of Clinical Laboratory, Tianjin Children's Hospital, Tianjin, China
| | - Huiqiang Li
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Yang Yu
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin, China
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11
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Farka Z, Brandmeier JC, Mickert MJ, Pastucha M, Lacina K, Skládal P, Soukka T, Gorris HH. Nanoparticle-Based Bioaffinity Assays: From the Research Laboratory to the Market. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2307653. [PMID: 38039956 DOI: 10.1002/adma.202307653] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/16/2023] [Indexed: 12/03/2023]
Abstract
Advances in the development of new biorecognition elements, nanoparticle-based labels as well as instrumentation have inspired the design of new bioaffinity assays. This review critically discusses the potential of nanoparticles to replace current enzymatic or molecular labels in immunoassays and other bioaffinity assays. Successful implementations of nanoparticles in commercial assays and the need for rapid tests incorporating nanoparticles in different roles such as capture support, signal generation elements, and signal amplification systems are highlighted. The limited number of nanoparticles applied in current commercial assays can be explained by challenges associated with the analysis of real samples (e.g., blood, urine, or nasal swabs) that are difficult to resolve, particularly if the same performance can be achieved more easily by conventional labels. Lateral flow assays that are based on the visual detection of the red-colored line formed by colloidal gold are a notable exception, exemplified by SARS-CoV-2 rapid antigen tests that have moved from initial laboratory testing to widespread market adaption in less than two years.
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Affiliation(s)
- Zdeněk Farka
- Department of Biochemistry, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
| | - Julian C Brandmeier
- Department of Biochemistry, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- Institute of Analytical Chemistry, Chemo- and Biosensors, University of Regensburg, Universitätsstr. 31, 93053, Regensburg, Germany
| | | | - Matěj Pastucha
- Department of Biochemistry, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- TestLine Clinical Diagnostics, Křižíkova 188, Brno, 612 00, Czech Republic
| | - Karel Lacina
- CEITEC-Central European Institute of Technology, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
| | - Petr Skládal
- Department of Biochemistry, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
| | - Tero Soukka
- Department of Life Technologies/Biotechnology, University of Turku, Kiinamyllynkatu 10, Turku, 20520, Finland
| | - Hans H Gorris
- Department of Biochemistry, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
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12
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Gurukandure A, Somasundaram S, Kurian ASN, Khuda N, Easley CJ. Building a Nucleic Acid Nanostructure with DNA-Epitope Conjugates for a Versatile Approach to Electrochemical Protein Detection. Anal Chem 2023; 95:18122-18129. [PMID: 38032341 PMCID: PMC10720615 DOI: 10.1021/acs.analchem.3c03512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 11/10/2023] [Accepted: 11/13/2023] [Indexed: 12/01/2023]
Abstract
The recent surge of effort in nucleic-acid-based electrochemical (EC) sensors has been fruitful, yet there remains a need for more generalizable EC platforms for sensing multiple classes of clinically relevant targets. We recently reported a nucleic acid nanostructure for simple, economical, and more generalizable EC readout of a range of analytes, including small molecules, peptides, proteins, and antibodies. The nanostructure is built through on-electrode enzymatic ligation of three oligonucleotides for attachment, binding, and signaling. However, the generalizable detection of larger proteins remains a challenge. Here, we adapted the sensor to quantify larger proteins in a more generic manner through conjugating the protein's minimized antibody-binding epitope to the central DNA strand. This concept was verified using creatine kinase (CK-MM), a biomarker of muscle damage and several disorders for which rapid clinical sensing is important. DNA-epitope conjugates permitted a competitive immunoassay for the CK protein at the electrode via square-wave voltammetry (SWV). Sensing through a signal-off mechanism, the anti-CK antibody limit of detection (LOD) was 5 nM with a response time as low as 3 min. Antibody displacement by native protein analytes gave a signal-on response with the CK sensing range from the LOD of 14 nM up to 100 nM, overlapping with the normal (nonelevated) human clinical range (3-37 nM), and the sensor was validated in 98% human serum. While a need for improved DNA-epitope conjugate purification was identified, overall, this approach allows the quantification of a generic protein- or peptide-binding antibody and should facilitate future quantitative EC readouts of clinically relevant proteins that were previously inaccessible to EC techniques.
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Affiliation(s)
- Asanka Gurukandure
- Department of Chemistry and
Biochemistry, Auburn University, Auburn, Alabama 36849, United States
| | - Subramaniam Somasundaram
- Department of Chemistry and
Biochemistry, Auburn University, Auburn, Alabama 36849, United States
| | - Amanda S. N. Kurian
- Department of Chemistry and
Biochemistry, Auburn University, Auburn, Alabama 36849, United States
| | - Niamat Khuda
- Department of Chemistry and
Biochemistry, Auburn University, Auburn, Alabama 36849, United States
| | - Christopher J. Easley
- Department of Chemistry and
Biochemistry, Auburn University, Auburn, Alabama 36849, United States
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13
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Zhao D, Liu Y, Yi F, Zhao X, Lu K. Recent advances in the development of inhibitors targeting KRAS-G12C and its related pathways. Eur J Med Chem 2023; 259:115698. [PMID: 37542991 DOI: 10.1016/j.ejmech.2023.115698] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/28/2023] [Accepted: 07/28/2023] [Indexed: 08/07/2023]
Abstract
The RAS gene, also known as the mouse sarcoma virus, includes three genes (KRAS, HRAS, and NRAS) that are associated with human tumors. Among them, KRAS has the highest incidence of mutations in cancer, accounting for around 80% of cases. At the molecular level, the RAS gene plays a regulatory role in transcription and translation, while at the cellular level, it affects cell proliferation and migration, making it crucial for cancer development. In 2021, the FDA approved AMG510, the first direct inhibitor targeting the KRAS-G12C mutation, which has shown tumor regression, prolonged survival, and low off-target activity. However, with the increase of drug resistance, a single inhibitor is no longer sufficient to achieve the desired effect on tumors. Therefore, a large number of other highly efficient inhibitors are being developed at different stages. This article provides an overview of the mechanism of action targeting KRAS-G12C in the KRASGTP-KRASGDP cycle pathway, as well as the structure-activity relationship, structure optimization, and biological activity effects of inhibitors that target the upstream and downstream pathways, or combination therapy.
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Affiliation(s)
- Dongqiang Zhao
- China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Yu Liu
- China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Fengchao Yi
- China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Xia Zhao
- College of Chemistry, Tianjin Key Laboratory of Structure and Performance for Functional Molecules, Tianjin Normal University, Tianjin, 300387, China
| | - Kui Lu
- China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin, 300457, China.
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14
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Li Z, Zhai W, Wang L, Liu J, Li C, Xu L. Preparation and characterization of a homogeneous immunoassay for point-of-care testing (POCT) of procalcitonin (PCT). ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2023; 15:5002-5009. [PMID: 37728429 DOI: 10.1039/d3ay00890h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
Procalcitonin (PCT) has been recognized as a specific and early marker for microbial infection and sepsis. Sensitive measuring interaction-triggered luminescence experiment (SMILE), a homogeneous immunoassay method, was established for point-of-care testing (POCT) of PCT. SMILE is achieved through the principle of double antibody sandwich, where two antibodies immobilized on the surface of polystyrene microspheres (donor and acceptor beads) bind to the PCT antigen. The donor bead contains phthalocyanine dye (luminol chemiluminescent substance) and the acceptor bead contains dimethylthiophene derivatives and Eu chelates. Therefore, singlet oxygen can be transferred when the distance between donor and acceptor beads is within 200 nm, generating detectable luminescent signals. Scanning electron microscopy (SEM) was used to detect the diameter and polymer dispersity index (PDI) of microspheres before and after binding with antibodies to characterize the immobilization of antibodies. The reaction conditions for antibody immobilization including pH, mass ratio and reaction time have also been optimized. The limit of quantitation (LOQ) of the SMILE method (0.01 ng mL-1) was lower than that of the LFI method (0.1 ng mL-1), the working range (0.01-500 ng mL-1) was wider than that of the LFI method (0.1-50 ng mL-1), and the assay time (10 min) was shorter than that of the LFI method (15 min). So, SMILE is more suitable for POCT of PCT compared with lateral flow immunochromatography (LFI), which is the most used measuring method, due to its advantages of simple operation, saving time, convenience, wide detection range, and high sensitivity and accuracy.
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Affiliation(s)
- Zhaoying Li
- Graduate School, Tianjin Medical University, Tianjin, 300070, China.
- Tianjin Chest Hospital, Tianjin, 300222, China
| | | | - Lu Wang
- Graduate School, Tianjin Medical University, Tianjin, 300070, China.
- School of Pharmacy, Tianjin Medical University, No. 22 Qixiangtai Road, Heping District, Tianjin, 300070, China
| | - Jiyang Liu
- Epsilon Biotechnology Corporation, Zhejiang, 311199, China
| | - Chunjie Li
- Tianjin Chest Hospital, Tianjin, 300222, China
| | - Liang Xu
- Graduate School, Tianjin Medical University, Tianjin, 300070, China.
- Tianjin Medical College, Tianjin, 300222, China
- School of Pharmacy, Tianjin Medical University, No. 22 Qixiangtai Road, Heping District, Tianjin, 300070, China
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15
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Sun Y, Su M, Wang M, Zhang R, Wang S, Tan J, Jia Q, Li H, Meng Z. Establishment and analytical performance of light-initiated chemiluminescence assay method for detecting thyrotropin receptor antibody. Biomark Med 2023; 17:349-357. [PMID: 37338244 DOI: 10.2217/bmm-2022-0666] [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] [Indexed: 06/21/2023] Open
Abstract
Aim: To evaluate double-antibody competitive light-initiated chemiluminescence assay method for detecting the thyrotropin receptor antibody. Materials & methods: The optimal working concentrations of competitive antibody and rTSHR were confirmed by checkerboard titration. Assay performance was assessed by precision, linearity, accuracy, limit of blank and clinical evaluation. Results: The coefficient of variation for repeatability and intermediate precision was 3.9-5.9 and 0.9-1.3%, respectively. The correlation coefficient was 0.999 by least squares linear fitting in linearity evaluation. The relative deviation ranged from -5.9 to 4.1%, and the limit of blank of the method was 0.13 IU/l. Compared with the Roche cobas system (Roche Diagnostics, Mannheim, Germany), the relationship between the two assays was shown to be significantly correlative. Conclusion: The light-initiated chemiluminescence assay method for detecting thyrotropin receptor antibody is a rapid, novel and accurate method for thyrotropin receptor antibody measurement.
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Affiliation(s)
- Ying Sun
- Department of Clinical Laboratory, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Mengxue Su
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Miao Wang
- Department of Nuclear Medicine, Tianjin Medical University Second Hospital, Pingjiang Road, No. 23, Hexi District, Tianjin, 300211, People's Republic of China
| | - Ruyi Zhang
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Shen Wang
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Jian Tan
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Qiang Jia
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
| | - Huiqiang Li
- School of Medical Laboratory, Tianjin Medical University, Tianjin, 300203, People's Republic of China
| | - Zhaowei Meng
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, People's Republic of China
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16
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Xing X, lv Q, Sun C, Song J, Chen Z, Jiang Y, Wang Y, Jiang Y, Wang Z. One-step preparation of PEG segment-functionalized polystyrene microspheres and their application as latex in LOCI. NEW J CHEM 2023. [DOI: 10.1039/d2nj05630e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
PEG segment-functionalized polystyrene microspheres were prepared by one-step copolymerization of amphiphilic macromolecular monomers, and further used as the latex for photosensitive polymer microspheres in luminescent oxygen channeling assay (LOCI).
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Affiliation(s)
- Xiaoxiao Xing
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, P. R. China
| | - Qingyu lv
- State Key Laboratory of Pathogen and Biosecurity, Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing 100071, P. R. China
| | - Chunyu Sun
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, P. R. China
| | - Jia Song
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, P. R. China
| | - Zhixin Chen
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, P. R. China
| | - Yong Jiang
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, P. R. China
| | - Ye Wang
- State Key Laboratory of Pathogen and Biosecurity, Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing 100071, P. R. China
| | - Yongqiang Jiang
- State Key Laboratory of Pathogen and Biosecurity, Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing 100071, P. R. China
| | - Zhifei Wang
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, P. R. China
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17
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Baljinnyam B, Ronzetti M, Simeonov A. Advances in luminescence-based technologies for drug discovery. Expert Opin Drug Discov 2023; 18:25-35. [PMID: 36562206 PMCID: PMC9892298 DOI: 10.1080/17460441.2023.2160441] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Luminescence-based technologies, specifically bioluminescence and chemiluminescence, are powerful tools with extensive use in drug discovery. Production of light during chemiluminescence and bioluminescence, unlike fluorescence, doesn't require an excitation light source, resulting in high signal-to-noise ratio, less background interference, and no issues from phototoxicity and photobleaching. These characteristics of luminescence technologies offer unique advantages for experimental designs, allowing for greater flexibility to target a wide range of proteins and biological processes for drug discovery at different stages. AREAS COVERED This review provides a basic overview of luciferase-based technologies and details recent advances and use cases of luciferase and luciferin variations and their applicability in the drug discovery toolset. The authors expand upon specific applications of luciferase technologies, including chemiluminescent and bioluminescent-based microscopy. Finally, the authors lay out forward-looking statements on the field of luminescence and how it may shape the translational scientists' work moving forward. EXPERT OPINION The demand for improved luciferase and luciferin pairs correlates strongly with efforts to improve the sensitivity and robustness of high-throughput assays. As luminescent reporter systems improve, so will the expansion of use cases for luminescence-based technologies in early-stage drug discovery. With the synthesis of novel, non-enzymatic chemiluminescence-based probes, which previously were restrained to only basic research applications, they may now be readily implemented in drug discovery campaigns.
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Affiliation(s)
- Bolormaa Baljinnyam
- Staff Scientist, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Michael Ronzetti
- Predoctoral IRTA Fellow, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Anton Simeonov
- Group Leader, Scientific Director, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
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18
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Jeong K, Chang J, Park SM, Kim J, Jeon S, Kim DH, Kim YE, Lee JC, Im S, Jo Y, Min JY, Lee H, Yeom M, Seok SH, On DI, Noh H, Yun JW, Park JW, Song D, Seong JK, Kim KC, Lee JY, Park HJ, Kim S, Nam TG, Lee W. Rapid discovery and classification of inhibitors of coronavirus infection by pseudovirus screen and amplified luminescence proximity homogeneous assay. Antiviral Res 2023; 209:105473. [PMID: 36435212 PMCID: PMC9682871 DOI: 10.1016/j.antiviral.2022.105473] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/16/2022] [Accepted: 11/18/2022] [Indexed: 11/24/2022]
Abstract
To identify potent antiviral compounds, we introduced a high-throughput screen platform that can rapidly classify hit compounds according to their target. In our platform, we performed a compound screen using a lentivirus-based pseudovirus presenting a spike protein of coronavirus, and we evaluated the hit compounds using an amplified luminescence proximity homogeneous assay (alpha) test with purified host receptor protein and the receptor binding domain of the viral spike. With our screen platform, we were able to identify both spike-specific compounds (class I) and broad-spectrum antiviral compounds (class II). Among the hit compounds, thiosemicarbazide was identified to be selective to the interaction between the viral spike and its host cell receptor, and we further optimized the binding potency of thiosemicarbazide through modification of the pyridine group. Among the class II compounds, we found raloxifene and amiodarone to be highly potent against human coronaviruses including Middle East respiratory syndrome coronavirus (MERS-CoV), severe acute respiratory syndrome coronavirus (SARS-CoV), and SARS-CoV-2. In particular, using analogs of the benzothiophene moiety, which is also present in raloxifene, we have identified benzothiophene as a novel structural scaffold for broad-spectrum antivirals. This work highlights the strong utility of our screen platform using a pseudovirus assay and an alpha test for rapid identification of potential antiviral compounds and their mechanism of action, which can lead to the accelerated development of therapeutics against newly emerging viral infections.
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Affiliation(s)
- Kwiwan Jeong
- Bio-center, Gyeonggido Business and Science Accelerator, Suwon, South Korea,Corresponding author
| | - JuOae Chang
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Sun-mi Park
- Bio-center, Gyeonggido Business and Science Accelerator, Suwon, South Korea
| | - Jinhee Kim
- Institut Pasteur Korea, Seongnam, South Korea
| | | | - Dong Hwan Kim
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea
| | - Young-Eui Kim
- Center for Emerging Virus Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, South Korea
| | - Joo Chan Lee
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Somyoung Im
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea
| | - Yejin Jo
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea
| | | | - Hanbyeul Lee
- Department of Veterinary Medicine Virology Laboratory, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Minjoo Yeom
- Department of Veterinary Medicine Virology Laboratory, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Sang-Hyuk Seok
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, ChunCheon, South Korea
| | - Da In On
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, BK21 Program for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul, South Korea,Korea Mouse Phenotyping Center (KMPC), Seoul National University, Seoul, South Korea
| | - Hyuna Noh
- Korea Mouse Phenotyping Center (KMPC), Seoul National University, Seoul, South Korea
| | - Jun-Won Yun
- Laboratory of Veterinary Toxicology, College of Veterinary Medicine, Seoul National University, Seoul, South Korea
| | - Jun Won Park
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, ChunCheon, South Korea
| | - Daesub Song
- Department of Veterinary Medicine Virology Laboratory, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul, South Korea
| | - Je Kyung Seong
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, BK21 Program for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul, South Korea,Korea Mouse Phenotyping Center (KMPC), Seoul National University, Seoul, South Korea,Interdisciplinary Program for Bioinformatics, Program for Cancer Biology and BIO-MAX/N-Bio Institute, Seoul National University, Seoul, South Korea
| | - Kyung-Chang Kim
- Center for Emerging Virus Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, South Korea
| | - Joo-Yeon Lee
- Center for Emerging Virus Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, South Korea
| | - Hyun-Ju Park
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea,Corresponding author
| | - Seungtaek Kim
- Institut Pasteur Korea, Seongnam, South Korea,Corresponding author
| | - Tae-gyu Nam
- Department of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan, South Korea,Corresponding author
| | - Wonsik Lee
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, South Korea,Corresponding author
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19
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Yuan H, Chen P, Wan C, Li Y, Liu BF. Merging microfluidics with luminescence immunoassays for urgent point-of-care diagnostics of COVID-19. Trends Analyt Chem 2022; 157:116814. [PMID: 36373139 PMCID: PMC9637550 DOI: 10.1016/j.trac.2022.116814] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/29/2022] [Accepted: 10/30/2022] [Indexed: 11/09/2022]
Abstract
The Coronavirus disease 2019 (COVID-19) outbreak has urged the establishment of a global-wide rapid diagnostic system. Current widely-used tests for COVID-19 include nucleic acid assays, immunoassays, and radiological imaging. Immunoassays play an irreplaceable role in rapidly diagnosing COVID-19 and monitoring the patients for the assessment of their severity, risks of the immune storm, and prediction of treatment outcomes. Despite of the enormous needs for immunoassays, the widespread use of traditional immunoassay platforms is still limited by high cost and low automation, which are currently not suitable for point-of-care tests (POCTs). Microfluidic chips with the features of low consumption, high throughput, and integration, provide the potential to enable immunoassays for POCTs, especially in remote areas. Meanwhile, luminescence detection can be merged with immunoassays on microfluidic platforms for their good performance in quantification, sensitivity, and specificity. This review introduces both homogenous and heterogenous luminescence immunoassays with various microfluidic platforms. We also summarize the strengths and weaknesses of the categorized methods, highlighting their recent typical progress. Additionally, different microfluidic platforms are described for comparison. The latest advances in combining luminescence immunoassays with microfluidic platforms for POCTs of COVID-19 are further explained with antigens, antibodies, and related cytokines. Finally, challenges and future perspectives were discussed.
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Affiliation(s)
- Huijuan Yuan
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Peng Chen
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Chao Wan
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Yiwei Li
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Bi-Feng Liu
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
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20
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Sammons R, Bohanon AL, Kowtha A, Dejong A, Cho EJ, Kaoud TS, Dalby KN. High-Throughput Assay for Identifying Diverse Antagonists of the Binding Interaction between the ACE2 Receptor and the Dynamic Spike Proteins of SARS-CoV-2. ACS Infect Dis 2022; 8:2259-2270. [PMID: 36315931 PMCID: PMC9673917 DOI: 10.1021/acsinfecdis.2c00297] [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: 06/08/2022] [Indexed: 01/29/2023]
Abstract
SARS-CoV-2, a coronavirus strain that started a worldwide pandemic in early 2020, attaches to human cells by binding its spike (S) glycoprotein to a host receptor protein angiotensin-converting enzyme 2 (ACE2). Blocking the interaction between the S protein and ACE2 has emerged as an important strategy for preventing viral infection. We systematically developed and optimized an AlphaLISA assay to investigate binding events between ACE2 and the ectodomain of the SARS-CoV-2 S protein (S-614G: residues 1-1208 with a D614G mutation). Using S-614G permits discovering potential allosteric inhibitors that stabilize the S protein in a conformation that impedes its access to ACE2. Over 30,000 small molecules were screened in a high-throughput format for activity against S-614G and ACE2 binding using the AlphaLISA assay. A viral entry assay was used to validate hits using lentiviral particles pseudotyped with the full-length S protein of the Wuhan-1 strain. Two compounds identified in the screen, oleic acid and suramin, blocked the attachment of S-614G to ACE2 and S protein-driven cell entry into Calu-3 and ACE2-overexpressing HEK293T cells. Oleic acid inhibits S-614G binding to ACE2 far more potently than to the receptor-binding domain (RBD, residues 319-541 of SARS-CoV-2 S), potentially indicating a noncompetitive mechanism. The results indicate that using the full-length ectodomain of the S protein can be important for identifying allosteric inhibitors of ACE2 binding. The approach reported here represents a rapidly adaptable format for discovering receptor-binding inhibitors to S-proteins of future coronavirus strains.
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Affiliation(s)
- Rachel
M. Sammons
- Targeted
Therapeutic Drug Discovery and Development Program, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Amanda L. Bohanon
- Department
of Molecular Biosciences, The University
of Texas at Austin, Austin, Texas 78712, United States
| | - Anvith Kowtha
- Division
of Chemical Biology and Medicinal Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Audrey Dejong
- Division
of Chemical Biology and Medicinal Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Eun Jeong Cho
- Targeted
Therapeutic Drug Discovery and Development Program, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Tamer S. Kaoud
- Targeted
Therapeutic Drug Discovery and Development Program, The University of Texas at Austin, Austin, Texas 78712, United States
- Division
of Chemical Biology and Medicinal Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Kevin N. Dalby
- Targeted
Therapeutic Drug Discovery and Development Program, The University of Texas at Austin, Austin, Texas 78712, United States
- Division
of Chemical Biology and Medicinal Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
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21
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Multicomponent reaction derived small di- and tri-carbohydrate-based glycomimetics as tools for probing lectin specificity. Glycoconj J 2022; 39:587-597. [PMID: 36001188 DOI: 10.1007/s10719-022-10079-3] [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: 05/27/2022] [Revised: 07/14/2022] [Accepted: 08/10/2022] [Indexed: 11/04/2022]
Abstract
Lectins, carbohydrate-binding proteins, play important functions in all forms of life from bacteria and viruses to plants, animals, and humans, participating in cell-cell communication and pathogen binding. In an attempt to modify lectin functions, artificial lectin ligands were made usually as big dendrimeric or cluster multivalent glycomimetic structures. Here we synthesized a novel set of glycomimetic ligands through protection/deprotection multicomponent reactions (MCR) approach. Multivalent di-and tri-carbohydrate glycomimetics containing D-fructose, D-galactose, and D-allose moieties were prepared in 63-96% yield. MCR glycomimetics demonstrated different binding abilities for plant lectins Con A and UEA I, and human galectin-3. Information gained about the influence of molecule structure, multivalency and optical purity on the lectin binding ability can be used in lectin detection and sensitivity measurements to further facilitate understanding of carbohydrate recognition process.
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22
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Rivas F, Erxleben D, Smith I, Rahbar E, DeAngelis PL, Cowman MK, Hall AR. Methods for isolating and analyzing physiological hyaluronan: a review. Am J Physiol Cell Physiol 2022; 322:C674-C687. [PMID: 35196167 PMCID: PMC8977137 DOI: 10.1152/ajpcell.00019.2022] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/22/2022] [Accepted: 02/22/2022] [Indexed: 01/01/2023]
Abstract
The carbohydrate hyaluronan (or hyaluronic acid, HA) is found in all human tissues and biofluids where it has wide-ranging functions in health and disease that are dictated by both its abundance and size. Consequently, hyaluronan evaluation in physiological samples has significant translational potential. Although the analytical tools and techniques for probing other biomolecules such as proteins and nucleic acids have become standard approaches in biochemistry, those available for investigating hyaluronan are less well established. In this review, we survey methods related to the assessment of native hyaluronan in biological specimens, including protocols for separating it from biological matrices and technologies for determining its concentration and molecular weight.
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Affiliation(s)
- Felipe Rivas
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Dorothea Erxleben
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Ian Smith
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Elaheh Rahbar
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Paul L DeAngelis
- Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Mary K Cowman
- Department of Biomedical Engineering, New York University Tandon School of Engineering, New York, New York
- Department of Orthopedic Surgery, New York University Grossman School of Medicine, New York, New York
| | - Adam R Hall
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, North Carolina
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23
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Wu X, Zhang Q, Guo Y, Zhang H, Guo X, You Q, Wang L. Methods for the Discovery and Identification of Small Molecules Targeting Oxidative Stress-Related Protein–Protein Interactions: An Update. Antioxidants (Basel) 2022; 11:antiox11040619. [PMID: 35453304 PMCID: PMC9025695 DOI: 10.3390/antiox11040619] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 02/04/2023] Open
Abstract
The oxidative stress response pathway is one of the hotspots of current pharmaceutical research. Many proteins involved in these pathways work through protein–protein interactions (PPIs). Hence, targeting PPI to develop drugs for an oxidative stress response is a promising strategy. In recent years, small molecules targeting protein–protein interactions (PPIs), which provide efficient methods for drug discovery, are being investigated by an increasing number of studies. However, unlike the enzyme–ligand binding mode, PPIs usually exhibit large and dynamic binding interfaces, which raise additional challenges for the discovery and optimization of small molecules and for the biochemical techniques used to screen compounds and study structure–activity relationships (SARs). Currently, multiple types of PPIs have been clustered into different classes, which make it difficult to design stationary methods for small molecules. Deficient experimental methods are plaguing medicinal chemists and are becoming a major challenge in the discovery of PPI inhibitors. In this review, we present current methods that are specifically used in the discovery and identification of small molecules that target oxidative stress-related PPIs, including proximity-based, affinity-based, competition-based, structure-guided, and function-based methods. Our aim is to introduce feasible methods and their characteristics that are implemented in the discovery of small molecules for different types of PPIs. For each of these methods, we highlight successful examples of PPI inhibitors associated with oxidative stress to illustrate the strategies and provide insights for further design.
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Affiliation(s)
- Xuexuan Wu
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Qiuyue Zhang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yuqi Guo
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Hengheng Zhang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Xiaoke Guo
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
- Correspondence: (X.G.); (Q.Y.); (L.W.); Tel.: +86-025-83271351 (Q.Y.); +86-15261483858 (L.W.)
| | - Qidong You
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
- Correspondence: (X.G.); (Q.Y.); (L.W.); Tel.: +86-025-83271351 (Q.Y.); +86-15261483858 (L.W.)
| | - Lei Wang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; (X.W.); (Q.Z.); (Y.G.); (H.Z.)
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
- Correspondence: (X.G.); (Q.Y.); (L.W.); Tel.: +86-025-83271351 (Q.Y.); +86-15261483858 (L.W.)
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24
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Li J, Huang Y, Xiang G, Xu E, Chen T, Yang M, Zhang J. Analytical and clinical evaluation of the light‐initiated chemiluminescent assays for measurement of human thyroid hormones. J Clin Lab Anal 2022; 36:e24266. [PMID: 35312114 PMCID: PMC9102509 DOI: 10.1002/jcla.24266] [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: 12/05/2021] [Revised: 01/10/2022] [Accepted: 01/19/2022] [Indexed: 11/22/2022] Open
Abstract
Background Light‐initiated chemiluminescent assay (LiCA) is a new homogeneous immunoassay. The aim of this study was to evaluate the analytical and clinical performance of the assays for the detection of thyroid hormones based on the fully automated LiCA 800 analyzer. Methods Analytical validations of the LiCA thyroid assays (TSH, FT3, FT4, T3, and T4) included precision, linearity, analytical sensitivity, interference, and method comparison applying the protocols of the Clinical and Laboratory Standards Institute (CLSI). The diagnostic performance was assessed by the receiver operating characteristic (ROC) curve analysis with different assay schemes for the diagnosis of hyperthyroidism and hypothyroidism. Results Within‐run and within‐lab precisions (%CV) of the five assays ranged from 1.06 to 6.40% at all concentrations evaluated. A satisfactory linearity was verified over the entire measuring range for TSH, T3, and T4 (R > 0.99, change in recovery <10%, p = 0.000 all). Paired‐comparison measurements presented a comparable assay for each of the five assays (R > 0.96, median bias <5%, p < 0.0001 all) between LiCA and Cobas across three institutes. The diagnostic accuracy of the LiCA assays for hyperthyroidism or hypothyroidism was quantified by the areas under curves (AUC) as 0.925 or 0.832 with the five‐assay panel (TSH, FT3, FT4, T3, and T4) and as 0.921 or 0.811 with the three‐assay panel (TSH, FT3, and FT4), respectively. No significant difference was found between the AUC of LiCA and that of DxI, Cobas, or Centaur (p > 0.3 all). Conclusion LiCA 800 provides a precise and high‐throughput immunoassay platform for detection of thyroid hormones. It is acceptable for clinical use.
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Affiliation(s)
- Jing Li
- Clinical Laboratory Peking University International Hospital Beijing China
| | - Youyuan Huang
- Department of Endocrinology Peking University First Hospital Beijing China
| | - Guiming Xiang
- Clinical Laboratory The Second Affiliated Hospital of Army Medical University Chongqing China
| | - Enjun Xu
- Department of Clinical Laboratory First Affiliated Hospital of Anhui Medical University Hefei China
| | - Tao Chen
- Clinical Laboratory Peking University International Hospital Beijing China
| | - Ming Yang
- Clinical Laboratory Peking University International Hospital Beijing China
| | - Jie Zhang
- Clinical Laboratory Peking University International Hospital Beijing China
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25
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Engel M, Belfiore L, Aghaei B, Sutija M. Enabling high throughput drug discovery in 3D cell cultures through a novel bioprinting workflow. SLAS Technol 2022; 27:32-38. [PMID: 35058203 DOI: 10.1016/j.slast.2021.10.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Advanced three dimensional cell culture techniques have been adopted in many laboratories to better model in vivo tissue by recapitulating multi-cellular architecture and the presence of extracellular matrix features. We describe here a 3D cell culture platform in a small molecule screening workflow that uses traditional biomarker and intracellular kinase end point assay readouts. By combining the high throughput bioprinter RASTRUM with the high throughput screening assay AlphaLISA, we demonstrate the utility of the protocol in 3D synthetic hydrogel cultures with breast cancer (MDA-MB-231 and MCF-7) and fibroblast cells. To establish and validate the workflow, we treated the breast cancer cultures with doxorubicin, while fibroblast cultures were stimulated with the pro-inflammatory lipopolysaccharide. 3D and 2D MDA-MB-231 cultures were equally susceptible to doxorubicin treatment, while showing opposite ERK phosphorylation changes. Doxorubicin readily entered embedded MCF-7 spheroids and markedly reduced intracellular GSK3β phosphorylation. Furthermore, quantifying extracellular interleukin 6 levels showed a very similar activation profile for fibroblasts in 2D and 3D cultures, with 3D fibroblast networks being more resistant against the immune challenge. Through these validation experiments we demonstrate the full compatibility of the bioprinted 3D cell cultures with several widely-used 2D culture assays. The efficiency of the workflow, minimal culture handling, and applicability of traditional screening assays, demonstrates that advanced encapsulated 3D cell cultures can be used in 2D cell culture screening workflows, while providing a more holistic view on cell biology to increase the predictability to in vivo drug response.
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Affiliation(s)
- Martin Engel
- Inventia Life Science Operations Pty Ltd, Alexandria, NSW 2015, Australia.
| | - Lisa Belfiore
- Inventia Life Science Operations Pty Ltd, Alexandria, NSW 2015, Australia
| | - Behnaz Aghaei
- Inventia Life Science Operations Pty Ltd, Alexandria, NSW 2015, Australia
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26
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Feng Z, Guo Q, Wang Y, Ge Y, Zhang Z, Wu Y, Li Q, Masoomi H, Gu H, Xu H. Evolution of "On-Barcode" Luminescence Oxygen Channeling Immunoassay by Exploring the Barcode Structure and the Assay System. ACS OMEGA 2022; 7:2344-2355. [PMID: 35071922 PMCID: PMC8772307 DOI: 10.1021/acsomega.1c06236] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 12/23/2021] [Indexed: 06/14/2023]
Abstract
The multiplexed luminescence oxygen channeling immunoassay (multi-LOCI) platform we developed recently that combines conventional LOCI and suspension array technology is capable of realizing facile "mix-and-measure" multiplexed assays without tedious washing steps. However, previous work lacks comprehensive studies of the structure-performance relationship of the host-guest-structured barcode, which may obstruct the evolution and further translation of this exciting new technology to practical applications. Accordingly, this work revealed that polyelectrolyte interlayers played a crucial role in tuning the packing density of guest acceptor beads (ABs). More interestingly, we noticed that "sparse" barcodes (barcodes with low ABs packing density) exhibited comparable assay performance with "compact" ones (barcodes with high ABs packing density). The high robustness of barcodes allows for multi-LOCI to be a more universal and flexible assay platform. Furthermore, through optimization of the assay system including the laser power, as well as the concentrations of donor beads and biotinylated detection antibodies, the multi-LOCI platform showed a significant improvement in sensitivity compared with our previous work, with the limit of detection decreasing to as low as ca. 1 pg/mL. Impressively, multi-LOCI that enabled simultaneous detection of multiple analytes exhibited comparable sensitivity with the classical single-plexed LOCI, due to the ingenious structural design of the multi-LOCI barcode and the unique "on-barcode" assay format.
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Affiliation(s)
- Zuying Feng
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Qingsheng Guo
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Yao Wang
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Yunfei Ge
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Zhiying Zhang
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Yan Wu
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Qilong Li
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Hajar Masoomi
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
- School
of Integrated Technology, Gwangju Institute
of Science and Technology, Gwangju 61005, South Korea
| | - Hongchen Gu
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
| | - Hong Xu
- School
of Biomedical Engineering, Shanghai Jiao
Tong University, Shanghai 200030, P. R. China
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27
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Wang X, Yuan W, Xu M, Su X, Li F. Visualization of Acute Inflammation through a Macrophage-Camouflaged Afterglow Nanocomplex. ACS APPLIED MATERIALS & INTERFACES 2022; 14:259-267. [PMID: 34957836 DOI: 10.1021/acsami.1c19388] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Acute inflammation is a basic innate, immediate, and stereotyped immune response to injury, which is characterized by rapid recruitment of immune cells to the vasculature and extravasation into the damaged parenchyma. Visualization of acute inflammation plays an important role in monitoring the disease course and understanding pathogenesis, which lacks specific targeted and observing tools in vivo. Here, we report a Trojan horse strategy of a macrophage-camouflaged afterglow nanocomplex (UCANPs@RAW) to specifically visualize acute inflammation. Due to the advantages of optical antibackground interference elimination, as well as particular immune homing and long-term tracking capacity, UCANPs@RAW demonstrates an excellent acute inflammatory recognition ability. In an arthritis model, previously intravenously injected UCANPs@RAW could directionally migrate from the liver to the inflammation site as soon as 3 h after the model was induced, which could be continuously lighted for at least 36 h with the highest imaging signal-to-background ratio (SBR) as 382 at the time point of 9 h. Additionally, UCANPs@RAW is observed to penetrate the blood-brain barrier and image the deep brain inflamed region covered by the thick skull in an acute brain inflammation model with an SBRmax of 258, which is based on the strong recruiting ability of macrophages to immune response. In view of this smart nanocomplex, our strategy holds great potential for inflammatory detection and treatments.
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Affiliation(s)
- Xiu Wang
- Department of Chemistry, Fudan University, 2005 Songhu Road, Shanghai 200438, P. R. China
| | - Wei Yuan
- Department of Chemistry, Fudan University, 2005 Songhu Road, Shanghai 200438, P. R. China
| | - Ming Xu
- Department of Chemistry, Fudan University, 2005 Songhu Road, Shanghai 200438, P. R. China
| | - Xianlong Su
- Department of Chemistry, Fudan University, 2005 Songhu Road, Shanghai 200438, P. R. China
| | - Fuyou Li
- Department of Chemistry, Fudan University, 2005 Songhu Road, Shanghai 200438, P. R. China
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28
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Zhang B, Kong D, Zheng L, Liu D, Tan X, Li H, Yu Y, Xing X. Development of a light-initiated chemiluminescence assay for the quantitative detection of cow's milk allergen-specific IgE. J Immunol Methods 2021; 501:113209. [PMID: 34933016 DOI: 10.1016/j.jim.2021.113209] [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: 08/05/2021] [Revised: 10/31/2021] [Accepted: 12/15/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Cow's milk allergy is a common food allergy in children. Clinically, cow's milk-specific IgE (CM-sIgE) antibody test is often used to diagnose milk allergy. An inexpensive light-initiated chemiluminescence assay (LICA), with fast detection speed and small sample volume demand, has application prospects in the field of quantitative detection of CM-sIgE. METHODS Chemibeads coated with five major milk allergens, serum samples, biotinylated anti-human IgE antibodies, and streptavidin-coated sensibeads constitute a system to establish a LICA method for the quantitative detection of CM-sIgE. A series of experiments were performed to optimize its reaction conditions and evaluated its performance. RESULTS The optimal conditions for LICA were 10:4 mass ratio of chemibeads to milk allergen, 20 μg/mL chemibeads, 1.0 μg/mL biotinylated anti-human IgE antibodies and a 1/10 dilution of serum for 30-min incubation. The limit of Quantitation (LoQ) was 0.22 kUA/L. For repeatability, the CV ranged from 3.71% to 8.11%. For intermediate precision, the CV ranged from 4.08% to 14.71%. It was linear within 0.20-18.20 kUA/L. This method did not interfere with common interfering substances and total IgE in serum, and there was no obvious cross-reaction with milk-specific IgG and non-milk-specific IgE. CONCLUSION We have established a method to quantitatively detect CM-sIgE based on light-initiated chemiluminescence assay, which has good analytical performance and could meet the needs of clinical laboratories.
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Affiliation(s)
- Bei Zhang
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Deyu Kong
- Department of Medical Laboratory, Tianjin Port Hospital, Tianjin 300450, China
| | - Lisheng Zheng
- Department of Medical Laboratory, Tianjin Children's Hospital, Tianjin 300134, China
| | - Dandan Liu
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Xin Tan
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Huiqiang Li
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China.
| | - Yang Yu
- Department of Clinical Immunology, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China.
| | - Xiaoguang Xing
- Department of Medical Laboratory, Tianjin Port Hospital, Tianjin 300450, China.
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29
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Walport LJ, Low JKK, Matthews JM, Mackay JP. The characterization of protein interactions - what, how and how much? Chem Soc Rev 2021; 50:12292-12307. [PMID: 34581717 DOI: 10.1039/d1cs00548k] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Protein interactions underlie most molecular events in biology. Many methods have been developed to identify protein partners, to measure the affinity with which these biomolecules interact and to characterise the structures of the complexes. Each approach has its own advantages and limitations, and it can be difficult for the newcomer to determine which methodology would best suit their system. This review provides an overview of many of the techniques most widely used to identify protein partners, assess stoichiometry and binding affinity, and determine low-resolution models for complexes. Key methods covered include: yeast two-hybrid analysis, affinity purification mass spectrometry and proximity labelling to identify partners; size-exclusion chromatography, scattering methods, native mass spectrometry and analytical ultracentrifugation to estimate stoichiometry; isothermal titration calorimetry, biosensors and fluorometric methods (including microscale thermophoresis, anisotropy/polarisation, resonance energy transfer, AlphaScreen, and differential scanning fluorimetry) to measure binding affinity; and crosslinking and hydrogen-deuterium exchange mass spectrometry to probe the structure of complexes.
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Affiliation(s)
- Louise J Walport
- The Francis Crick Institute, 1 Midland Rd, London NW1 1AT, UK.,Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, London W12 0BZ, UK
| | - Jason K K Low
- School of Life and Environmental Sciences, University of Sydney, NSW 2006, Australia.
| | - Jacqueline M Matthews
- School of Life and Environmental Sciences, University of Sydney, NSW 2006, Australia.
| | - Joel P Mackay
- School of Life and Environmental Sciences, University of Sydney, NSW 2006, Australia.
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30
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Structural Basis for PPARs Activation by The Dual PPARα/γ Agonist Sanguinarine: A Unique Mode of Ligand Recognition. Molecules 2021; 26:molecules26196012. [PMID: 34641558 PMCID: PMC8512631 DOI: 10.3390/molecules26196012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 09/27/2021] [Accepted: 09/28/2021] [Indexed: 11/22/2022] Open
Abstract
Peroxisome proliferator-activated receptors (PPARs) play crucial roles in glucose and lipid metabolism and inflammation. Sanguinarine is a natural product that is isolated from Sanguinaria Canadensis, a potential therapeutic agent for intervention in chronic diseases. In this study, biochemical and cell-based promoter-reporter gene assays revealed that sanguinarine activated both PPARα and PPARγ, and enhanced their transcriptional activity; thus, sanguinarine was identified as a dual agonist of PPARα/γ. Similar to fenofibrate, sanguinarine upregulates the expression of PPARα-target genes in hepatocytes. Sanguinarine also modulates the expression of key PPARγ-target genes and promotes adipocyte differentiation, but with a lower adipogenic activity compared with rosiglitazone. We report the crystal structure of sanguinarine bound to PPARα, which reveals a unique ligand-binding mode of sanguinarine, dissimilar to the classic Y-shaped binding pocket, which may represent a new pharmacophore that can be optimized for selectively targeting PPARα. Further structural and functional studies uncover the molecular basis for the selectivity of sanguinarine toward PPARα/γ among all three PPARs. In summary, our study identifies a PPARα/γ dual agonist with a unique ligand-binding mode, and provides a promising and viable novel template for the design of dual-targeting PPARs ligands.
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31
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Cho EJ, Dalby KN. Luminescence Energy Transfer-Based Screening and Target Engagement Approaches for Chemical Biology and Drug Discovery. SLAS DISCOVERY 2021; 26:984-994. [PMID: 34330171 DOI: 10.1177/24725552211036056] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Luminescence is characterized by the spontaneous emission of light resulting from either chemical or biological reactions. Because of their high sensitivity, reduced background interference, and applicability to numerous situations, luminescence-based assay strategies play an essential role in early-stage drug discovery. Newer developments in luminescence-based technologies have dramatically affected the ability of researchers to investigate molecular binding events. At the forefront of these developments are the nano bioluminescence resonance energy transfer (NanoBRET) and amplified luminescent proximity homogeneous assay (Alpha) technologies. These technologies have opened up numerous possibilities for analyzing the molecular biophysical properties of complexes in environments such as cell lysates. Moreover, NanoBRET enables the validation and quantitation of the interactions between therapeutic targets and small molecules in live cells, representing an essential benchmark for preclinical drug discovery. Both techniques involve proximity-based luminescence energy transfer, in which excited-state energy is transferred from a donor to an acceptor, where the efficiency of transfer depends on proximity. Both approaches can be applied to high-throughput compound screening in biological samples, with the NanoBRET assay providing opportunities for live-cell screening. Representative applications of both technologies for assessing physical interactions and associated challenges are discussed.
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Affiliation(s)
- Eun Jeong Cho
- Targeted Therapeutic Drug Discovery and Development Program, Division of Chemical Biology and Medicinal Chemistry, College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Kevin N Dalby
- Targeted Therapeutic Drug Discovery and Development Program, Division of Chemical Biology and Medicinal Chemistry, College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
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32
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Saito R, Hayashi K, Nomoto H, Nakayama M, Takaoka Y, Saito H, Yamagami S, Muto T, Ueda M. Extended JAZ degron sequence for plant hormone binding in jasmonate co-receptor of tomato SlCOI1-SlJAZ. Sci Rep 2021; 11:13612. [PMID: 34193940 PMCID: PMC8245654 DOI: 10.1038/s41598-021-93067-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 06/21/2021] [Indexed: 12/14/2022] Open
Abstract
(+)-7-iso-Jasmonoyl-l-isoleucine (JA-Ile) is a lipid-derived phytohormone implicated in plant development, reproduction, and defense in response to pathogens and herbivorous insects. All these effects are instigated by the perception of JA-Ile by the COI1-JAZ co-receptor in the plant body, which in Arabidopsis thaliana is profoundly influenced by the short JAZ degron sequence (V/L)P(Q/I)AR(R/K) of the JAZ protein. Here, we report that SlJAZ-SlCOI1, the COI1-JAZ co-receptor found in the tomato plant, relies on the extended JAZ degron sequence (V/L)P(Q/I)AR(R/K)XSLX instead of the canonical JAZ degron. This finding illuminates our understanding of the mechanism of ligand perception by JA-Ile in this plant, and will inform both efforts to improve it by genetic modification of the SlCOI1-SlJAZ co-receptor, and the development of the synthetic agonists/antagonists.
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Affiliation(s)
- Rina Saito
- Department of Molecular and Chemical Life Sciences, Graduate School of Life Sciences, Tohoku University, Sendai, 980-8578, Japan
| | - Kengo Hayashi
- Department of Chemistry, Graduate School of Science, Tohoku University, Sendai, 980-8578, Japan
| | - Haruna Nomoto
- Department of Chemistry, Graduate School of Science, Tohoku University, Sendai, 980-8578, Japan
| | - Misuzu Nakayama
- Department of Chemistry, Graduate School of Science, Tohoku University, Sendai, 980-8578, Japan
| | - Yousuke Takaoka
- Department of Chemistry, Graduate School of Science, Tohoku University, Sendai, 980-8578, Japan
| | - Hiroaki Saito
- Center for Basic Education, Faculty of Pharmaceutical Sciences, Hokuriku University, Kanazawa, 920-1181, Japan
| | - Souhei Yamagami
- Department of Molecular and Chemical Life Sciences, Graduate School of Life Sciences, Tohoku University, Sendai, 980-8578, Japan
| | - Toshiya Muto
- Department of Chemistry, Graduate School of Science, Tohoku University, Sendai, 980-8578, Japan
| | - Minoru Ueda
- Department of Molecular and Chemical Life Sciences, Graduate School of Life Sciences, Tohoku University, Sendai, 980-8578, Japan. .,Department of Chemistry, Graduate School of Science, Tohoku University, Sendai, 980-8578, Japan.
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33
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Zhou Q, Qiu X, Su X, Liu Q, Wen Y, Xu M, Li F. Light-Responsive Luminescent Materials for Information Encryption Against Burst Force Attack. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 17:e2100377. [PMID: 33870628 DOI: 10.1002/smll.202100377] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Indexed: 06/12/2023]
Abstract
Optical encryption with easy operation, multichannel and high security has been one of the most significant technologies for information security. Stimuli-responsive luminescent materials have emerged as an ideal candidate for optical encryption, owing to its smart responsive property and high security. Herein, a type of light-responsive multicolor luminescent materials for high-security information encryption, which are fabricated by combining sensitizer, consumption unit, and emitter is developed. Different types of sensitizers to achieve different stimulus light responses, and multicolor light-responsive luminescent can be obtained by varying the composition of perovskite nanocrystals emitter can be selected. Both stimulus light and emission color can be used as distinguishable encoding dimensions, which enable multiplexed encoding with high capacity and complexity. Importantly, the controllable consumption can be manipulated by varying the concentration of consumption unit, so the programmed information encoded in different channels can be selectively read and erased simultaneously by varying stimulus light. The method makes the encryption information highly resistive to brute force trial-and-error attacks, which achieves high security level of information protection.
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Affiliation(s)
- Qianwen Zhou
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Xiaochen Qiu
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Xianlong Su
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Qian Liu
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Yue Wen
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Ming Xu
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Fuyou Li
- Department of Chemistry, State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
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34
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Yu Y, She T, Huang L, Xu J, Yan J, Jiang Q, Yang Z, Li H. Establishment of a homogeneous immunoassay-light-initiated chemiluminescence assay for detecting anti-Müllerian hormone in human serum. J Immunol Methods 2021; 494:113059. [PMID: 33895196 DOI: 10.1016/j.jim.2021.113059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 04/19/2021] [Accepted: 04/19/2021] [Indexed: 11/29/2022]
Abstract
Anti-Müllerian hormone (AMH) is known as a reliable marker of ovarian reserve (OR). The determination of AMH is of great importance and most existed AMH detection methods are heterogeneous immunoassay. In this study, a novel homogeneous sandwich immunoassay-light-initiated chemiluminescence assay (LICA) for detecting AMH serum level was developed. This AMH-LICA was performed by incubating serum samples with AMH mouse monoclonal antibody coated with chemibeads, streptavidin-coated sensibeads, and biotinylated AMH mouse monoclonal antibody. Sensitivity, precision, accuracy and cross-reactivity of this assay were evaluated. Besides, a regression analysis showed a high correlation between AMH-LICA and Roche Elecsys® AMH assay (y = 0.9851x + 0.07147, R2 = 0.9569). As a homogeneous immunoassay, this AMH-LICA could accurately and rapidly determine the serum level of AMH with high-throughput. Thus, this new developed assay may be a new useful analytical tool for the determination of AMH.
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Affiliation(s)
- Yang Yu
- School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Tiantian She
- School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Liang Huang
- Medical Equipment Department, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Jingxin Xu
- School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Juanjuan Yan
- School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China
| | - Qi Jiang
- Department of Basic Medicine, Tianjin Medical College, Tianjin 300222, China
| | - Zhiyong Yang
- Center for Reproductive Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China; Tongji University School of Medicine, Shanghai 200092, China.
| | - Huiqiang Li
- School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, China.
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35
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Liu Z, Yu Y, Liu H, Chen X, Li L, Huang L, Li H. Establishment of a sandwich light-initiated chemiluminescence assay with double antigen for detecting human cytomegalovirus IgG antibody. J Med Virol 2021; 93:5025-5032. [PMID: 33634873 DOI: 10.1002/jmv.26905] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 02/09/2021] [Accepted: 02/24/2021] [Indexed: 01/18/2023]
Abstract
Determination of human cytomegalovirus IgG (HCMV IgG) level is of great importance in the diagnosis of HCMV infections. In this study, a novel, double antigen sandwich homogeneous immunoassay-based light-initiated chemiluminescent assay (LICA) for measuring HCMV IgG serum levels was developed. This sandwich LICA for HCMV IgG was performed by incubating serum samples with HCMV pp150 protein coated with chemibeads, streptavidin-coated sensibeads, and biotinylated HCMV pp150 protein. The working conditions of this assay were optimized and the correlation between the results of the LICA and enzyme-linked immunosorbent assay was evaluated. As a homogeneous immunoassay, this sandwich LICA could accurately and rapidly determine the serum levels of HCMV IgG with a high-throughput. Thus, this newly developed assay could be a useful analytical tool in the clinical diagnosis of HCMV infections.
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Affiliation(s)
- Zhiyong Liu
- School of Medical Laboratory, Tianjin Medical University, Tianjin, China.,Department of Laboratory Medicine, Tianjin Hexi Hospital, Tianjin, China
| | - Yang Yu
- School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Hao Liu
- Department of Laboratory Medicine, Tianjin Central Hospital of Gynecology Obstetrics, Tianjin, China
| | - Xinying Chen
- Department of Laboratory Medicine, Tianjin Hexi Hospital, Tianjin, China
| | - Liuxu Li
- School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Lunhui Huang
- School of Medical Laboratory, Tianjin Medical University, Tianjin, China
| | - Huiqiang Li
- School of Medical Laboratory, Tianjin Medical University, Tianjin, China
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36
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Ramharter J, Kessler D, Ettmayer P, Hofmann MH, Gerstberger T, Gmachl M, Wunberg T, Kofink C, Sanderson M, Arnhof H, Bader G, Rumpel K, Zöphel A, Schnitzer R, Böttcher J, O'Connell JC, Mendes RL, Richard D, Pototschnig N, Weiner I, Hela W, Hauer K, Haering D, Lamarre L, Wolkerstorfer B, Salamon C, Werni P, Munico-Martinez S, Meyer R, Kennedy MD, Kraut N, McConnell DB. One Atom Makes All the Difference: Getting a Foot in the Door between SOS1 and KRAS. J Med Chem 2021; 64:6569-6580. [PMID: 33719426 DOI: 10.1021/acs.jmedchem.0c01949] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
KRAS, the most common oncogenic driver in human cancers, is controlled and signals primarily through protein-protein interactions (PPIs). The interaction between KRAS and SOS1, crucial for the activation of KRAS, is a typical, challenging PPI with a large contact surface area and high affinity. Here, we report that the addition of only one atom placed between Y884SOS1 and A73KRAS is sufficient to convert SOS1 activators into SOS1 inhibitors. We also disclose the discovery of BI-3406. Combination with the upstream EGFR inhibitor afatinib shows in vivo efficacy against KRASG13D mutant colorectal tumor cells, demonstrating the utility of BI-3406 to probe SOS1 biology. These findings challenge the dogma that large molecules are required to disrupt challenging PPIs. Instead, a "foot in the door" approach, whereby single atoms or small functional groups placed between key PPI interactions, can lead to potent inhibitors even for challenging PPIs such as SOS1-KRAS.
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Affiliation(s)
- Juergen Ramharter
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Dirk Kessler
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Peter Ettmayer
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Marco H Hofmann
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Thomas Gerstberger
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Michael Gmachl
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Tobias Wunberg
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Christiane Kofink
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Michael Sanderson
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Heribert Arnhof
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Gerd Bader
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Klaus Rumpel
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Andreas Zöphel
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Renate Schnitzer
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Jark Böttcher
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Jonathan C O'Connell
- Forma Therapeutics, 500 Arsenal Street, Suite 100, Watertown, Massachusetts 02472, United States
| | - Rachel L Mendes
- Forma Therapeutics, 500 Arsenal Street, Suite 100, Watertown, Massachusetts 02472, United States
| | - David Richard
- Forma Therapeutics, 500 Arsenal Street, Suite 100, Watertown, Massachusetts 02472, United States
| | - Nikolai Pototschnig
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Irene Weiner
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Wolfgang Hela
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Katja Hauer
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Daniela Haering
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Lyne Lamarre
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Bernhard Wolkerstorfer
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Christian Salamon
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Patrick Werni
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Silvia Munico-Martinez
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Reiner Meyer
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Matthew D Kennedy
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Norbert Kraut
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
| | - Darryl B McConnell
- Boehringer Ingelheim RCV GmbH & Co KG, Dr. Boehringer-Gasse 5-11, A-1121 Vienna, Austria
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37
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Arbaciauskaite M, Lei Y, Cho YK. High-specificity antibodies and detection methods for quantifying phosphorylated tau from clinical samples. Antib Ther 2021; 4:34-44. [PMID: 33928234 PMCID: PMC7944500 DOI: 10.1093/abt/tbab004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/14/2021] [Accepted: 02/05/2021] [Indexed: 12/14/2022] Open
Abstract
The ability to measure total and phosphorylated tau levels in clinical samples is transforming the detection of Alzheimer’s disease (AD) and other neurodegenerative diseases. In particular, recent reports indicate that accurate detection of low levels of phosphorylated tau (p-tau) in plasma provides a reliable biomarker of AD long before sensing memory loss. Therefore, the diagnosis and monitoring of neurodegenerative diseases progression using blood samples is becoming a reality. These major advances were achieved by using antibodies specific to p-tau as well as sophisticated high-sensitivity immunoassay platforms. This review focuses on these enabling advances in high-specificity antibody development, engineering, and novel signal detection methods. We will draw insights from structural studies on p-tau antibodies, engineering efforts to improve their binding properties, and efforts to validate their specificity. A comprehensive survey of high-sensitivity p-tau immunoassay platforms along with sensitivity limits will be provided. We conclude that although robust approaches for detecting certain p-tau species have been established, systematic efforts to validate antibodies for assay development is still needed for the recognition of biomarkers for AD and other neurodegenerative diseases.
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Affiliation(s)
- Monika Arbaciauskaite
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, CT 06269, USA
| | - Yu Lei
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, CT 06269, USA
| | - Yong Ku Cho
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, CT 06269, USA
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38
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Bakthavatsalam D, Craft JW, Kazansky A, Nguyen N, Bae G, Caivano AR, Gundlach CW, Aslam A, Ali S, Gupta S, Lin SY, Parthiban HD, Vanderslice P, Stephan CC, Woodside DG. Identification of Inhibitors of Integrin Cytoplasmic Domain Interactions With Syk. Front Immunol 2021; 11:575085. [PMID: 33488575 PMCID: PMC7819857 DOI: 10.3389/fimmu.2020.575085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 11/20/2020] [Indexed: 11/13/2022] Open
Abstract
Leukocyte inflammatory responses require integrin cell-adhesion molecule signaling through spleen tyrosine kinase (Syk), a non-receptor kinase that binds directly to integrin β-chain cytoplasmic domains. Here, we developed a high-throughput screen to identify small molecule inhibitors of the Syk-integrin cytoplasmic domain interactions. Screening small molecule compound libraries identified the β-lactam antibiotics cefsulodin and ceftazidime, which inhibited integrin β-subunit cytoplasmic domain binding to the tandem SH2 domains of Syk (IC50 range, 1.02-4.9 µM). Modeling suggested antagonist binding to Syk outside the pITAM binding site. Ceftazidime inhibited integrin signaling via Syk, including inhibition of adhesion-dependent upregulation of interleukin-1β and monocyte chemoattractant protein-1, but did not inhibit ITAM-dependent phosphorylation of Syk mediated by FcγRI signaling. Our results demonstrate a novel means to target Syk independent of its kinase and pITAM binding sites such that integrin signaling via this kinase is abrogated but ITAM-dependent signaling remains intact. As integrin signaling through Syk is essential for leukocyte activation, this may represent a novel approach to target inflammation.
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Affiliation(s)
| | - John W. Craft
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
- Department of Biology and Chemistry, University of Houston, Houston, TX, United States
| | - Anna Kazansky
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - Nghi Nguyen
- Center for Translational Cancer Research, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX, United States
| | - Goeun Bae
- Center for Translational Cancer Research, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX, United States
| | - Amy R. Caivano
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - C. William Gundlach
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - Asra Aslam
- Department of Biology and Chemistry, University of Houston, Houston, TX, United States
| | - Safa Ali
- Department of Biology and Chemistry, University of Houston, Houston, TX, United States
| | - Shashikant Gupta
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - Sophie Y. Lin
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - Hema D. Parthiban
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - Peter Vanderslice
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
| | - Clifford C. Stephan
- Center for Translational Cancer Research, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX, United States
| | - Darren G. Woodside
- Molecular Cardiology Research Laboratories, Texas Heart Institute, Houston, TX, United States
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39
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Damaskinaki FN, Moran LA, Garcia A, Kellam B, Watson SP. Overcoming challenges in developing small molecule inhibitors for GPVI and CLEC-2. Platelets 2021; 32:744-752. [PMID: 33406951 DOI: 10.1080/09537104.2020.1863939] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
GPVI and CLEC-2 have emerged as promising targets for long-term prevention of both arterial thrombosis and thrombo-inflammation with a decreased bleeding risk relative to current drugs. However, while there are potent blocking antibodies of both receptors, their protein nature comes with decreased bioavailability, making formulation for oral medication challenging. Small molecules are able to overcome these limitations, but there are many challenges in developing antagonists of nanomolar potency, which is necessary when considering the structural features that underlie the interaction of CLEC-2 and GPVI with their protein ligands. In this review, we describe current small-molecule inhibitors for both receptors and strategies to overcome such limitations, including considerations when it comes to in silico drug design and the importance of complex compound library selection.
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Affiliation(s)
- Foteini-Nafsika Damaskinaki
- Institute of Cardiovascular Sciences, Level 1 IBR, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.,Centre of Membrane Proteins and Receptors (COMPARE), The Universities of Birmingham and Nottingham, The Midlands, UK.,Biodiscovery Institute, University Park, University of Nottingham, Nottingham, UK
| | - Luis A Moran
- Institute of Cardiovascular Sciences, Level 1 IBR, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.,Center for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidad de Santiago de Compostela, and Instituto de Investigación Sanitaria (IDIS), Santiago de Compostela, Spain
| | - Angel Garcia
- Center for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidad de Santiago de Compostela, and Instituto de Investigación Sanitaria (IDIS), Santiago de Compostela, Spain
| | - Barrie Kellam
- Centre of Membrane Proteins and Receptors (COMPARE), The Universities of Birmingham and Nottingham, The Midlands, UK.,Biodiscovery Institute, University Park, University of Nottingham, Nottingham, UK
| | - Steve P Watson
- Institute of Cardiovascular Sciences, Level 1 IBR, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.,Centre of Membrane Proteins and Receptors (COMPARE), The Universities of Birmingham and Nottingham, The Midlands, UK
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40
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Wang SY, Liu X, Liu Y, Zhang HY, Zhang YB, Liu C, Song J, Niu JB, Zhang SY. Review of NEDDylation inhibition activity detection methods. Bioorg Med Chem 2021; 29:115875. [DOI: 10.1016/j.bmc.2020.115875] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 11/05/2020] [Accepted: 11/09/2020] [Indexed: 12/31/2022]
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41
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Heermann T, Franquelim HG, Glock P, Harrington L, Schwille P. Probing Biomolecular Interactions by a Pattern-Forming Peptide-Conjugate Sensor. Bioconjug Chem 2020; 32:172-181. [PMID: 33314917 PMCID: PMC7872319 DOI: 10.1021/acs.bioconjchem.0c00596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
![]()
As a key mechanism
underpinning many biological processes, protein
self-organization has been extensively studied. However, the potential
to apply the distinctive, nonlinear biochemical properties of such
self-organizing systems to biotechnological problems such as the facile
detection and characterization of biomolecular interactions has not
yet been explored. Here, we describe an in vitro assay
in a 96-well plate format that harnesses the emergent behavior of
the Escherichia coli Min system to
provide a readout of biomolecular interactions. Crucial for the development
of our approach is a minimal MinE-derived peptide that stimulates
MinD ATPase activity only when dimerized. We found that this behavior
could be induced via any pair of foreign, mutually binding molecular
entities fused to the minimal MinE peptide. The resulting MinD ATPase
activity and the spatiotemporal nature of the produced protein patterns
quantitatively correlate with the affinity of the fused binding partners,
thereby enabling a highly sensitive assay for biomolecular interactions.
Our assay thus provides a unique means of quantitatively visualizing
biomolecular interactions and may prove useful for the assessment
of domain interactions within protein libraries and for the facile
investigation of potential inhibitors of protein–protein interactions.
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Affiliation(s)
- Tamara Heermann
- Department of Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Planegg, Germany
| | - Henri G Franquelim
- Department of Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Planegg, Germany
| | - Philipp Glock
- Department of Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Planegg, Germany
| | - Leon Harrington
- Department of Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Planegg, Germany
| | - Petra Schwille
- Department of Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Planegg, Germany
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42
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Li Y, Tian Y, Xi Y, Qin Z, Yan A. Quantitative Structure-Activity Relationship Study for HIV-1 LEDGF/p75 Inhibitors. Curr Comput Aided Drug Des 2020; 16:654-666. [DOI: 10.2174/1573409915666190919153959] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 05/08/2019] [Accepted: 08/26/2019] [Indexed: 12/28/2022]
Abstract
Background:
HIV-1 Integrase (IN) is an important target for the development of the
new anti-AIDS drugs. HIV-1 LEDGF/p75 inhibitors, which block the integrase and LEDGF/p75
interaction, have been validated for reduction in HIV-1 viral replicative capacity.
Methods:
In this work, computational Quantitative Structure-Activity Relationship (QSAR) models
were developed for predicting the bioactivity of HIV-1 integrase LEDGF/p75 inhibitors. We collected
190 inhibitors and their bioactivities in this study and divided the inhibitors into nine scaffolds
by the method of T-distributed Stochastic Neighbor Embedding (TSNE). These 190 inhibitors
were split into a training set and a test set according to the result of a Kohonen’s self-organizing
map (SOM) or randomly. Multiple Linear Regression (MLR) models, support vector machine
(SVM) models and two consensus models were built based on the training sets by 20 selected
CORINA Symphony descriptors.
Results:
All the models showed a good prediction of pIC50. The correlation coefficients of all the
models were more than 0.7 on the test set. For the training set of consensus Model C1, which performed
better than other models, the correlation coefficient(r) achieved 0.909 on the training set,
and 0.804 on the test set.
Conclusion:
The selected molecular descriptors show that hydrogen bond acceptor, atom charges
and electronegativities (especially π atom) were important in predicting the activity of HIV-1 integrase
LEDGF/p75-IN inhibitors.
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Affiliation(s)
- Yang Li
- Institute of Science and Technology, Shandong University of Traditional Chinese Medicine, Ji'nan, Shandong, 250355, China
| | - Yujia Tian
- State Key Laboratory of Chemical Resource Engineering, Department of Pharmaceutical Engineering, P.O. Box 53, Beijing University of Chemical Technology, 15 BeiSanHuan East Road, Beijing 100029, China
| | - Yao Xi
- State Key Laboratory of Chemical Resource Engineering, Department of Pharmaceutical Engineering, P.O. Box 53, Beijing University of Chemical Technology, 15 BeiSanHuan East Road, Beijing 100029, China
| | - Zijian Qin
- State Key Laboratory of Chemical Resource Engineering, Department of Pharmaceutical Engineering, P.O. Box 53, Beijing University of Chemical Technology, 15 BeiSanHuan East Road, Beijing 100029, China
| | - Aixia Yan
- State Key Laboratory of Chemical Resource Engineering, Department of Pharmaceutical Engineering, P.O. Box 53, Beijing University of Chemical Technology, 15 BeiSanHuan East Road, Beijing 100029, China
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Busby SA, Carbonneau S, Concannon J, Dumelin CE, Lee Y, Numao S, Renaud N, Smith TM, Auld DS. Advancements in Assay Technologies and Strategies to Enable Drug Discovery. ACS Chem Biol 2020; 15:2636-2648. [PMID: 32880443 DOI: 10.1021/acschembio.0c00495] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Assays drive drug discovery from the exploratory phases to the clinical testing of drug candidates. As such, numerous assay technologies and methodologies have arisen to support drug discovery efforts. Robust identification and characterization of tractable chemical matter requires biochemical, biophysical, and cellular approaches and often benefits from high-throughput methods. To increase throughput, efforts have been made to provide assays in miniaturized volumes which can be arrayed in microtiter plates to support the testing of as many as 100,000 samples/day. Alongside these efforts has been the growth of microtiter plate-free formats with encoded libraries that can support the screening of billions of compounds, a hunt for new drug modalities, as well as emphasis on more disease relevant formats using complex cell models of disease states. This review will focus on recent developments in high-throughput assay technologies applied to identify starting points for drug discovery. We also provide recommendations on strategies for implementing various assay types to select high quality leads for drug development.
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Affiliation(s)
- Scott A. Busby
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
| | - Seth Carbonneau
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
| | - John Concannon
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
| | | | - YounKyoung Lee
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
| | - Shin Numao
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Nicole Renaud
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
| | - Thomas M. Smith
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
| | - Douglas S. Auld
- Novartis Institutes for Biomedical Research, Chemical Biology and Therapeutics, Cambridge, Massachusetts, United States
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A Conformational Escape Reaction of HIV-1 against an Allosteric Integrase Inhibitor. J Virol 2020; 94:JVI.00486-20. [PMID: 32611758 DOI: 10.1128/jvi.00486-20] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 06/23/2020] [Indexed: 01/01/2023] Open
Abstract
HIV-1 often acquires drug-resistant mutations in spite of the benefits of antiretroviral therapy (ART). HIV-1 integrase (IN) is essential for the concerted integration of HIV-1 DNA into the host genome. IN further contributes to HIV-1 RNA binding, which is required for HIV-1 maturation. Non-catalytic-site integrase inhibitors (NCINIs) have been developed as allosteric IN inhibitors, which perform anti-HIV-1 activity by a multimodal mode of action such as inhibition of the IN-lens epithelium-derived growth factor (LEDGF)/p75 interaction in the early stage and disruption of functional IN multimerization in the late stage of HIV-1 replication. Here, we show that IN undergoes an adaptable conformational change to escape from NCINIs. We observed that NCINI-resistant HIV-1 variants have accumulated 4 amino acid mutations by passage 26 (P26) in the IN-encoding region. We employed high-performance liquid chromatography (HPLC), thermal stability assays, and X-ray crystallographic analysis to show that some amino acid mutations affect the stability and/or dimerization interface of the IN catalytic core domains (CCDs), potentially resulting in the severely decreased multimerization of full-length IN proteins (IN undermultimerization). This undermultimerized IN via NCINI-related mutations was stabilized by HIV-1 RNA and restored to the same level as that of wild-type HIV-1 in viral particles. Recombinant HIV-1 clones with IN undermultimerization propagated similarly to wild-type HIV-1. Our study revealed that HIV-1 can eventually counteract NCINI-induced IN overmultimerization by IN undermultimerization as one of the escape mechanisms. Our findings provide information on the understanding of IN multimerization with or without HIV-1 RNA and may influence the development of anti-HIV-1 strategies.IMPORTANCE Understanding the mechanism of HIV-1 resistance to anti-HIV-1 drugs could lead to the development of novel drugs with increased efficiency, resulting in more effective ART. ART composed of more potent and long-acting anti-HIV-1 drugs can greatly improve drug adherence and also provide HIV-1 prevention such as preexposure prophylaxis. NCINIs with a multimodal mode of action exert potent anti-HIV-1 effects through IN overmultimerization during HIV-1 maturation. However, HIV-1 can acquire some mutations that cause IN undermultimerization to alleviate NCINI-induced IN overmultimerization. This undermultimerized IN was efficiently stabilized by HIV-1 RNA and restored to the same level as that of wild-type HIV-1. Our findings revealed that HIV-1 eventually acquires such a conformational escape reaction to overcome the unique NCINI actions. The investigation into drug-resistant mutations associated with HIV-1 protein multimerization may facilitate the elucidation of its molecular mechanism and functional multimerization, allowing us to develop more potent anti-HIV-1 drugs and unique treatment strategies.
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Yadav Y, Owens E, Nomura S, Fukuda T, Baek Y, Kashiwagi S, Choi HS, Henary M. Ultrabright and Serum-Stable Squaraine Dyes. J Med Chem 2020; 63:9436-9445. [PMID: 32787096 DOI: 10.1021/acs.jmedchem.0c00617] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Highly stable symmetric and asymmetric squaraine fluorophores have been synthesized featuring an internal salt bridge between a quaternary ammonium cation and the central oxycyclobutenolate ring of the chromophore. Some of our newly synthesized symmetric and asymmetric compounds display increased molar absorptivity, quantum yield in serum, and thermal/photochemical stability over previously reported squaraine-based dyes. Consequently, both classes show great promise in resurfacing the normal environment-labile squaraine dyes as novel imaging agents and scaffolds for fluorescence sensing. Furthermore, incorporating a covalent attachment point away from the conjugated system allows for biological tagging applications without disturbing the optimum optical characteristics of the newly designed fluorophore.
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Affiliation(s)
- Yogesh Yadav
- Department of Chemistry, Georgia State University, 145 Piedmont Avenue SE, Atlanta, Georgia 30303, United States
| | - Eric Owens
- Department of Chemistry, Georgia State University, 145 Piedmont Avenue SE, Atlanta, Georgia 30303, United States.,Center for Diagnostics and Therapeutics, 145 Piedmont Avenue SE, Atlanta, Georgia 30303, United States
| | - Shinsuke Nomura
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, United States.,Department of Surgery, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan
| | - Takeshi Fukuda
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Yoonji Baek
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Satoshi Kashiwagi
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Hak Soo Choi
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Maged Henary
- Department of Chemistry, Georgia State University, 145 Piedmont Avenue SE, Atlanta, Georgia 30303, United States.,Center for Diagnostics and Therapeutics, 145 Piedmont Avenue SE, Atlanta, Georgia 30303, United States
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Katsuta S, Masuda G, Bak H, Shinozawa A, Kamiyama Y, Umezawa T, Takezawa D, Yotsui I, Taji T, Sakata Y. Arabidopsis Raf-like kinases act as positive regulators of subclass III SnRK2 in osmostress signaling. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 103:634-644. [PMID: 32239564 PMCID: PMC7497244 DOI: 10.1111/tpj.14756] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 03/14/2020] [Accepted: 03/16/2020] [Indexed: 05/18/2023]
Abstract
Given their sessile nature, land plants must use various mechanisms to manage dehydration under water-deficit conditions. Osmostress-induced activation of the SNF1-related protein kinase 2 (SnRK2) family elicits physiological responses such as stomatal closure to protect plants during drought conditions. With the plant hormone ABA receptors [PYR (pyrabactin resistance)/PYL (pyrabactin resistance-like)/RCAR (regulatory component of ABA receptors) proteins] and group A protein phosphatases, subclass III SnRK2 also constitutes a core signaling module for ABA, and osmostress triggers ABA accumulation. How SnRK2 is activated through ABA has been clarified, although its activation through osmostress remains unclear. Here, we show that Arabidopsis ABA and abiotic stress-responsive Raf-like kinases (AtARKs) of the B3 clade of the mitogen-activated kinase kinase kinase (MAPKKK) family are crucial in SnRK2-mediated osmostress responses. Disruption of AtARKs in Arabidopsis results in increased water loss from detached leaves because of impaired stomatal closure in response to osmostress. Our findings obtained in vitro and in planta have shown that AtARKs interact physically with SRK2E, a core factor for stomatal closure in response to drought. Furthermore, we show that AtARK phosphorylates S171 and S175 in the activation loop of SRK2E in vitro and that Atark mutants have defects in osmostress-induced subclass III SnRK2 activity. Our findings identify a specific type of B3-MAPKKKs as upstream kinases of subclass III SnRK2 in Arabidopsis. Taken together with earlier reports that ARK is an upstream kinase of SnRK2 in moss, an existing member of a basal land plant lineage, we propose that ARK/SnRK2 module is evolutionarily conserved across 400 million years of land plant evolution for conferring protection against drought.
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Affiliation(s)
- Shohei Katsuta
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
| | - Goro Masuda
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
| | - Hyeokjin Bak
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
| | - Akihisa Shinozawa
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
- Present address:
The NODAI Genome Research Center (NGRC)Tokyo University of Agriculture1‐1‐1 SakuragaokaSetagayakuTokyo156‐8502Japan
| | - Yoshiaki Kamiyama
- Graduate School of Bio‐Applications and Systems EngineeringTokyo University of Agriculture and TechnologyTokyo184‐8588Japan
| | - Taishi Umezawa
- Graduate School of Bio‐Applications and Systems EngineeringTokyo University of Agriculture and TechnologyTokyo184‐8588Japan
| | - Daisuke Takezawa
- Graduate School of Science and EngineeringSaitama UniversitySaitama338‐8570Japan
| | - Izumi Yotsui
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
| | - Teruaki Taji
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
| | - Yoichi Sakata
- Department of BioscienceTokyo University of AgricultureTokyo156‐8502Japan
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Klus NJ, Kapadia K, McDonald P, Roy A, Frankowski KJ, Muma NA, Aubé J. Discovery of sultam-containing small-molecule disruptors of the huntingtin-calmodulin protein-protein interaction. Med Chem Res 2020; 29:1187-1198. [PMID: 33642842 PMCID: PMC7906539 DOI: 10.1007/s00044-020-02583-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 05/30/2020] [Indexed: 11/26/2022]
Abstract
The aberrant protein-protein interaction between calmodulin and mutant huntingtin protein in Huntington's disease patients has been found to contribute to Huntington's disease progression. A high-throughput screen for small molecules capable of disrupting this interaction revealed a sultam series as potent small-molecule disruptors. Diversification of the sultam scaffold afforded a set of 24 analogs or further evaluation. Several structure-activity trends within the analog set were found, most notably a negligible effect of absolute stereochemistry and a strong beneficial correlation with electron-withdrawing aromatic substituents. The most promising analogs were profiled for off-target effects at relevant kinases and, ultimately, one candidate molecule was evaluated for neuroprotection in a neuronal cell model of Huntington's disease.
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Affiliation(s)
- Nicholas J. Klus
- Division of Chemical Biology and Medicinal Chemistry, Center for Integrative Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, 125 Mason Farm Road, Chapel Hill, NC 27599, USA
| | - Khushboo Kapadia
- Department of Pharmacology and Toxicology, University of Kansas, 1251 Wescoe Hall Drive, Lawrence, KS 66045, USA
| | - Peter McDonald
- University of Kansas High-Throughput Screening Laboratory, University of Kansas, 2034 Becker Drive, Lawrence, KS 66047, USA
| | - Anuradha Roy
- University of Kansas High-Throughput Screening Laboratory, University of Kansas, 2034 Becker Drive, Lawrence, KS 66047, USA
| | - Kevin J. Frankowski
- Division of Chemical Biology and Medicinal Chemistry, Center for Integrative Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, 125 Mason Farm Road, Chapel Hill, NC 27599, USA
| | - Nancy A. Muma
- Department of Pharmacology and Toxicology, University of Kansas, 1251 Wescoe Hall Drive, Lawrence, KS 66045, USA
| | - Jeffrey Aubé
- Division of Chemical Biology and Medicinal Chemistry, Center for Integrative Chemical Biology and Drug Discovery, UNC Eshelman School of Pharmacy, 125 Mason Farm Road, Chapel Hill, NC 27599, USA
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Yang R, Cui L, Liu Y, Cong X, Fei R, Wu S, Wei L. A hook-effect-free homogeneous light-initiated chemiluminescence assay: is it reliable for screening and the quantification of the hepatitis B surface antigen? ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:606. [PMID: 32566632 PMCID: PMC7290535 DOI: 10.21037/atm.2020.02.59] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Hepatitis B virus (HBV) infection remains a threat to global public health. As a hallmark of HBV infection, hepatitis B surface antigen (HBsAg) has been used to screen for HBV infection for decades, and quantitative assays are also being clinically rejuvenated to predict the disease outcome and monitor the antiviral response. Herein, we developed and evaluated a hook-effect-free homogeneous quantitative HBsAg assay based on the light-initiated chemiluminescence immunoassay (LICA). Methods A hook-effect-free LICA algorithm was established by measuring the relative light units (RLUs) of two time points during the immunoreaction. The precision was assessed using low- and high-level controls. Consecutive clinical serum samples were tested using the LICA and Abbott Architect assay; samples producing inconsistent results were retested using supplementary assays including the HBsAg neutralization, HBV DNA, and Roche Elecsys HBsAg assays for further confirmation. The consistency, sensitivity, specificity, and positive and negative predictive values (PPV and NPV) were calculated. For the quantitative results, the correlation was analyzed. The coverage of different genotypes and mutations by the LICA was evaluated. Moreover, serial on-treatment and follow-up samples from chronic hepatitis B patients were also measured using the two assays. Results The LICA had better within-run and within-laboratory precisions than the Architect assay. In total, 5,176 clinical samples were tested. The two assays showed a consistency of 99.63%. The LICA showed greater specificity (99.95% vs. 99.77%) and PPV (99.75% vs. 98.77%) than the Architect assay, whereas the Architect assay showed greater sensitivity (100.00% vs. 99.01%) and NPV (100.00% vs. 99.82%). The two assays displayed an excellent correlation independent of genotypes and mutations. The LICA hook-free algorithm recognized 100% of the underestimated results. Furthermore, similar HBsAg dynamics were demonstrated using the LICA and Architect HBsAg assay. Conclusions The hook-free LICA provides a reliable tool for screening for HBV infection and quantifying HBsAg.
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Affiliation(s)
- Ruifeng Yang
- Peking University People's Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China
| | - Liyan Cui
- Department of Clinical Laboratory, Peking University Third Hospital, Beijing 100191, China
| | - Yan Liu
- Peking University People's Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China
| | - Xu Cong
- Peking University People's Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China
| | - Ran Fei
- Peking University People's Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China
| | - Shuping Wu
- Peking University People's Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China
| | - Lai Wei
- Peking University People's Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China
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Li J, Li Z, Kong D, Li S, Yu Y, Li H. IgE and IgG4 responses to shrimp allergen tropomyosin and its epitopes in patients from coastal areas of northern China. Mol Med Rep 2020; 22:371-379. [PMID: 32319635 PMCID: PMC7248481 DOI: 10.3892/mmr.2020.11084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Accepted: 03/17/2020] [Indexed: 11/05/2022] Open
Abstract
Sensitization to allergens and their peptides varies among patients due to geographical or ethnic differences. The present study aimed to investigate immunoglobulin (Ig)E and IgG4 responses to tropomyosin and its peptides in shrimp allergic patients from northern China. A total of 92 subjects were studied, including 35 shrimp allergic patients, 29 patients with house dust mite (HDM) and/or cockroach allergic patients and 28 healthy volunteers. Serum IgE and IgG4 antibodies to recombinant shrimp tropomyosin (rPen a 1) and its peptides were measured by means of a light-initiated chemiluminescent assay. A total of 9 major sequential epitopes of Pen a 1 reported in the literature were synthesized. Of 35 shrimp allergic patients, 25 (71.4%) had positive Pen 1-specific IgE (sIgE) antibodies and 22 (62.9%) contained measurable rPen a 1-specific IgG4 (sIgG4) antibodies. A strong IgG4 response accompanied the presence of IgE to Pen a 1. None of the patients with HDM and/or cockroach allergy demonstrated IgE reactivity to rPen a 1. The reaction frequency of IgE binding epitope was 20–48%, while that of IgG4 binding epitope was 63.6–3.9%. The IgE and IgG4 recognition patterns of the tropomyosin peptides demonstrated high interpatient heterogeneity. Diversity of IgE binding epitopes was positively correlated with Pen a 1 sIgE levels. In the study population, tropomyosin was a major allergen recognized by the majority of shrimp allergic patients, which is consistent with previous reports. However, none of the 9 epitopes are major (reaction frequency >50%) IgE-binding regions, indicating the epitopes profile may be different in other regions.
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Affiliation(s)
- Junpu Li
- The Clinical Laboratory of Tianjin Chest Hospital, Tianjin 300222, P.R. China
| | - Zhiwei Li
- Department of Clinical Laboratory, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, P.R. China
| | - Deyu Kong
- Department of Laboratory Medicine, Tianjin Port Hospital, Tianjin 300456, P.R. China
| | - Shaoshen Li
- Department of Laboratory Medicine, Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin 300120, P.R. China
| | - Yang Yu
- Department of Clinical Laboratory, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, P.R. China
| | - Huiqiang Li
- Department of Clinical Laboratory, School of Medical Laboratory, Tianjin Medical University, Tianjin 300203, P.R. China
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50
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Guo Q, Wang Y, Chen C, Wei D, Fu J, Xu H, Gu H. Multiplexed Luminescence Oxygen Channeling Immunoassay Based on Dual-Functional Barcodes with a Host-Guest Structure: A Facile and Robust Suspension Array Platform. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2020; 16:e1907521. [PMID: 32174029 DOI: 10.1002/smll.201907521] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 02/08/2020] [Accepted: 02/19/2020] [Indexed: 05/24/2023]
Abstract
The development of a powerful immunoassay platform with capacities of both simplicity and high multiplexing is promising for disease diagnosis. To meet this urgent need, for the first time, a multiplexed luminescent oxygen channeling immunoassay (multi-LOCI) platform by implementation of LOCI with suspension array technology is reported. As the microcarrier of the platform, a unique dual-functional barcode with a host-guest structure composed of a quantum dot host bead (QDH) and LOCI acceptor beads (ABs) is designed, in which QDH provides function of high coding capacity while ABs facilitate the LOCI function. The analytes bridge QDH@ABs and LOCI donor beads (DBs) into a close proximity, forming a QDH@ABs-DBs "host-guest-satellite" superstructure that generates both barcode signal from QDH and LOCI signal induced by singlet oxygen channeling between ABs and DBs. Through imaging-based decoding, different barcodes are automatically distinguished and colocalized with LOCI signals. Importantly, the assay achieves simultaneous detection of multiple analytes within one reaction, simply by following a "mix-and-measure" protocol without the need for tedious washing steps. Furthermore, the multi-LOCI platform is validated for real sample measurements. With the advantages of robustness, simplicity, and high multiplexing, the platform holds great potential for the development of point-of-care diagnostics.
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Affiliation(s)
- Qingsheng Guo
- Shanghai Jiao Tong University Affiliated Sixth Hospital, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Yao Wang
- Shanghai Jiao Tong University Affiliated Sixth Hospital, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Cang Chen
- Shanghai Jiao Tong University Affiliated Sixth Hospital, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Dan Wei
- Shanghai Jiao Tong University Affiliated Sixth Hospital, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Jianping Fu
- Department of Mechanical Engineering, Department of Biomedical Engineering, Department of Cell and Developmental Biology, University of Michiga Ann Arbor, Ann Arbor, MI, 48109, USA
| | - Hong Xu
- Shanghai Jiao Tong University Affiliated Sixth Hospital, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Hongchen Gu
- Shanghai Jiao Tong University Affiliated Sixth Hospital, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
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