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Yuan J, Li S, Han Y, Li F, Shi H, Shi W, Cui W. Restoration of miR-328a-5p function curtails hypoxic pulmonary hypertension through a mechanism involving PIN1/GSK3β/β-catenin axis. Int Immunopharmacol 2023; 123:110599. [PMID: 37567011 DOI: 10.1016/j.intimp.2023.110599] [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: 12/17/2022] [Revised: 06/19/2023] [Accepted: 07/01/2023] [Indexed: 08/13/2023]
Abstract
Recent evidence has highlighted the involvement of microRNAs (miRs) in hypoxic pulmonary hypertension (PH), which can be induced under hypoxic conditions. We intend to explore whether the miR-328a-5p/PIN1 axis affects hypoxic PH by regulating the GSK3β/β-catenin signaling pathway. The GEO database was retrieved to single out key miRs affecting hypoxic PH. It was observed that downregulation of miR-328a-5p occurred in hypoxia-induced PH samples. The binding affinity between miR-328a-5p to PIN1 was predicted by a bioinformatics tool and verified using a dual luciferase reporter gene assay. Rat primary pulmonary artery smooth muscle cells (PASMCs) were exposed to hypoxia for in vitro cell experiments. miR-328a-5p could target and downregulate PIN1 expression, leading to suppressed GSK3β/β-catenin activation. In addition, GSK3β/β-catenin inactivation curtailed hypoxia-induced vascular inflammatory responses and proliferation and migration in PASMCs in vitro. A hypoxic PH model was established in SD rats to observe the effects of miR-328a-5p on hemodynamic parameters and right heart remodeling. It was demonstrated in vivo that miR-328a-5p downregulated PIN1 expression to suppress GSK3β/β-catenin signaling, thereby reducing the vascular inflammatory response and alleviating disease progression in hypoxia-induced PH rats. The evidence provided by our study highlighted the involvement of miR-328a-5p in the translational suppression of PIN1 and the blockade of the GSK3β/β-catenin signaling pathway, resulting in attenuation of hypoxic PH progression.
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Affiliation(s)
- Jieqing Yuan
- Department of Respiratory and Critical Care Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China
| | - Shanshan Li
- Department of Respiratory and Critical Care Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China
| | - Yu Han
- Department of Respiratory and Critical Care Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China
| | - Fujun Li
- Department of Emergency Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China
| | - Hai Shi
- Department of Respiratory and Critical Care Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China
| | - Weitao Shi
- Department of Critical Care Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China
| | - Wenjie Cui
- Department of Respiratory and Critical Care Medicine, The First People's Hospital of Xuzhou, the Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University, Xuzhou 221100, PR China.
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2
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Ahmad S, Hossain MN, Ahmadi S, Kerman K, Kraatz HB. Electrochemical distinction of neuronal and neuroblastoma cells via the phosphorylation of the cellular extracellular membrane. Anal Biochem 2021; 645:114434. [PMID: 34785194 DOI: 10.1016/j.ab.2021.114434] [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: 09/01/2020] [Revised: 10/10/2021] [Accepted: 10/21/2021] [Indexed: 11/20/2022]
Abstract
In this contribution we establish a proof of concept method for monitoring, quantifying and differentiating the extracellular phosphorylation of Human SHSY5Y undifferentiated neuronal cells and neuroblastoma cells by three prominent ectokinases PKA, PKC and Src. Herein it is demonstrated that a combination of different experimental techniques, including fluroesence microscopy, quartz crystal microscopy (QCM) and electrochemistry, can be used to detect extracellular phosphorylation levels of neuronal and neuroblastoma cells. Phosphorylation profiles of the three ectokinases, PKA, PKC and Src, were investigated using fluorescence microscopy and the number of phosphorylation sites per kinase was estimated using QCM. Finally, the phosphorylation of the extracellular membrane was determined using electrochemistry. Our results clearly demonstrate that the extracellular phosphorylation of neuronal cells differs significantly in terms of its phosphorylation profile from diseased neuroblastoma cells and the strength of surface electrochemical techniques in the differentiation process. We reveal that using electrochemistry, the percent compositions of neuronal and neuroblastoma cells can also be identified.
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Affiliation(s)
- S Ahmad
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - M N Hossain
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - S Ahmadi
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - K Kerman
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - H-B Kraatz
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada.
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3
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Ahmad S, Hossain MN, Ahmadi S, Kerman K, Kraatz HB. Electrochemical detection of neuronal extracellular phosphorylation by PKA, PKC and Src. Anal Biochem 2020; 608:113892. [PMID: 32810472 DOI: 10.1016/j.ab.2020.113892] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/21/2020] [Accepted: 07/24/2020] [Indexed: 11/30/2022]
Abstract
The focus of this work described here is to establish a method for monitoring and quantifying the extracellular phosphorylation of Human SHSY5Y undifferentiated neuronal cells by three ectokinases PKA, PKC and Src; these are kinases that are known to be present in the extracellular matrix. Here is demonstrated that a combination of different experimental techniques, including microscopy and electrochemistry, can be used to detect extracellular phosphorylations. Phosphorylation profiles of the three ectokinases, PKA, PKC and Src, were investigated using fluorescence microscopy and the number of phosphorylation sites per kinase was estimated using QCM. Finally, the phosphorylation of the extracellular membrane was determined using electrochemistry. Our results clearly demonstrate the extracellular phosphorylation of neuronal cells and the strength of surface electrochemical techniques in the investigation of cellular phosphorylation.
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Affiliation(s)
- S Ahmad
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - M N Hossain
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - S Ahmadi
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - K Kerman
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada
| | - H-B Kraatz
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, M1C 1A4, Canada; Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, M5S 3H6, Canada.
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4
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Cui BL, Ding Y. Accurate Identification of Human Phosphorylated Proteins by Ensembling Supervised Kernel Self-organizing Maps. Mol Inform 2020; 39:e1900141. [PMID: 31994832 DOI: 10.1002/minf.201900141] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 12/20/2019] [Indexed: 12/15/2022]
Abstract
Protein phosphorylation is a vital physiological process, which plays a critical role in controlling survival differentiation, cell growth, metabolism and apoptosis. The accurate identification of whether a protein will be phosphorylated solely from protein sequence is especially useful for both basic research and drug development. In this study, a new predictor specifically designed for the prediction of human phosphorylated proteins is proposed. The proposed method first train two supervised kernel self-organizing maps (SKSOMs): one is trained with feature from protein physiochemical composition view, while the other is trained with feature from protein evolutionary information view. Then, the two trained SKSOMs are ensembled to perform the final prediction. Rigorous computational experiments show that the proposed method achieves 78.75 % and 0.561 on ACC and MCC, which are 6.96 % and 12.5 % higher than that of the state-of-the-art predictor. Overall, the study demonstrated a new sensitive avenue to identify human phosphorylated proteins and could be readily extended to recognize phosphorylated proteins for other species.
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Affiliation(s)
- Bei-Liang Cui
- Network Information Center, Nanjing TECH University, Nanjing, 211816, P. R. China
| | - Yong Ding
- Information Center, Nanjing Polytechnic Institute, Nanjing, 210084, P. R. China
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5
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Electrochemical studies of human nAChR a7 subunit phosphorylation by kinases PKA, PKC and Src. Anal Biochem 2019; 574:46-56. [DOI: 10.1016/j.ab.2019.03.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 03/19/2019] [Accepted: 03/19/2019] [Indexed: 12/19/2022]
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Qiu WR, Zheng QS, Sun BQ, Xiao X. Multi-iPPseEvo: A Multi-label Classifier for Identifying Human Phosphorylated Proteins by Incorporating Evolutionary Information into Chou′s General PseAAC via Grey System Theory. Mol Inform 2016; 36. [DOI: 10.1002/minf.201600085] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Accepted: 09/07/2016] [Indexed: 01/19/2023]
Affiliation(s)
- Wang-Ren Qiu
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
- Department of Computer Science; University of Missouri; Columbia, MO USA
- Bond Life Science Center; University of Missouri; Columbia, MO USA
| | - Quan-Shu Zheng
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
| | - Bi-Qian Sun
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
| | - Xuan Xiao
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
- Gordon Life Science Institute; Boston, Massachusetts 02478 United States of America
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Labib M, Sargent EH, Kelley SO. Electrochemical Methods for the Analysis of Clinically Relevant Biomolecules. Chem Rev 2016; 116:9001-90. [DOI: 10.1021/acs.chemrev.6b00220] [Citation(s) in RCA: 555] [Impact Index Per Article: 61.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Mahmoud Labib
- Department
of Pharmaceutical Sciences, University of Toronto, Toronto, Ontario M5S 3M2, Canada
| | | | - Shana O. Kelley
- Department
of Pharmaceutical Sciences, University of Toronto, Toronto, Ontario M5S 3M2, Canada
- Institute
of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario M5S 3G4, Canada
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8
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Kaushik A, Jayant RD, Tiwari S, Vashist A, Nair M. Nano-biosensors to detect beta-amyloid for Alzheimer's disease management. Biosens Bioelectron 2016; 80:273-287. [PMID: 26851586 PMCID: PMC4786026 DOI: 10.1016/j.bios.2016.01.065] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Revised: 01/21/2016] [Accepted: 01/27/2016] [Indexed: 10/22/2022]
Abstract
Beta-amyloid (β-A) peptides are potential biomarkers to monitor Alzheimer's diseases (AD) for diagnostic purposes. Increased β-A level is neurotoxic and induces oxidative stress in brain resulting in neurodegeneration and causes dementia. As of now, no sensitive and inexpensive method is available for β-A detection under physiological and pathological conditions. Although, available methods such as neuroimaging, enzyme-linked immunosorbent assay (ELISA), and polymerase chain reaction (PCR) detect β-A, but they are not yet extended at point-of-care (POC) due to sophisticated equipments, need of high expertize, complicated operations, and challenge of low detection limit. Recently, β-A antibody based electrochemical immuno-sensing approach has been explored to detect β-A at pM levels within 30-40 min compared to 6-8h of ELISA test. The introduction of nano-enabling electrochemical sensing technology could enable rapid detection of β-A at POC and may facilitate fast personalized health care delivery. This review explores recent advancements in nano-enabling electrochemical β-A sensing technologies towards POC application to AD management. These analytical tools can serve as an analytical tool for AD management program to obtain bio-informatics needed to optimize therapeutics for neurodegenerative diseases diagnosis management.
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Affiliation(s)
- Ajeet Kaushik
- Center for Personalized Nanomedicine, Institute of Neuro immune Pharmacology, Department of Immunology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA.
| | - Rahul Dev Jayant
- Center for Personalized Nanomedicine, Institute of Neuro immune Pharmacology, Department of Immunology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - Sneham Tiwari
- Center for Personalized Nanomedicine, Institute of Neuro immune Pharmacology, Department of Immunology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - Arti Vashist
- Center for Personalized Nanomedicine, Institute of Neuro immune Pharmacology, Department of Immunology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - Madhavan Nair
- Center for Personalized Nanomedicine, Institute of Neuro immune Pharmacology, Department of Immunology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA.
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9
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Qiu WR, Sun BQ, Xiao X, Xu D, Chou KC. iPhos-PseEvo: Identifying Human Phosphorylated Proteins by Incorporating Evolutionary Information into General PseAAC via Grey System Theory. Mol Inform 2016; 36. [DOI: 10.1002/minf.201600010] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 04/05/2016] [Indexed: 01/04/2023]
Affiliation(s)
- Wang-Ren Qiu
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
- Department of Computer Science and Bond Life Science Center; University of Missouri; Columbia, MO USA
| | - Bi-Qian Sun
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
| | - Xuan Xiao
- Computer Department; Jingdezhen Ceramic Institute; Jingdezhen 333403 China
- Gordon Life Science Institute, Boston; Massachusetts 02478 USA
| | - Dong Xu
- Department of Computer Science and Bond Life Science Center; University of Missouri; Columbia, MO USA
| | - Kuo-Chen Chou
- Gordon Life Science Institute, Boston; Massachusetts 02478 USA
- Center of Excellence in Genomic Medicine Research (CEGMR); King Abdulaziz University; Jeddah 21589 Saudi Arabia
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10
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Esteves-Villanueva JO, Martic-Milne S. Electrochemical detection of anti-tau antibodies binding to tau protein and inhibition of GSK-3β-catalyzed phosphorylation. Anal Biochem 2016; 496:55-62. [DOI: 10.1016/j.ab.2015.12.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Revised: 11/18/2015] [Accepted: 12/02/2015] [Indexed: 01/22/2023]
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11
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Herbert MK, Verbeek MM, Küsters B, Kuiperij HB. A multifunctional ELISA to measure oxidised proteins: oxPin1 in Alzheimer's brain as an example. BBA CLINICAL 2015; 4:1-6. [PMID: 26673529 PMCID: PMC4661596 DOI: 10.1016/j.bbacli.2015.04.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Revised: 04/13/2015] [Accepted: 04/27/2015] [Indexed: 12/15/2022]
Abstract
Background Oxidative stress occurs in many neurodegenerative diseases including Alzheimer's disease (AD) and evidence suggests that specific proteins are oxidised in individual diseases. Thus measures of oxidised proteins such as in human biological samples could represent potential disease-specific biomarkers. Protein carbonylation is considered to be an important marker of oxidative stress. In AD in particular, the peptidyl prolyl isomerase, Pin1, has been shown to be sensitive to metal-catalysed oxidation with the addition of carbonyl side-chains. Methods Based on this protein modification we developed a novel, enzyme-linked sandwich immunoassay for the quantification of oxidised Pin1 (oxPin1) in human brain tissue samples. Results We successfully developed an ELISA for the measurement of oxidised Pin1 in biological samples and measured oxPin1 in hippocampal tissue extracts from controls and AD, which showed an increased ratio of oxPin1 to total Pin1 in patients with early AD pathology compared with controls. Conclusions We show that oxidised proteins, in this case oxPin1, can be measured using the developed ELISA. In addition, our results support the presence of increased oxidative stress in the early stages of AD pathology and show that the oxPin1/Pin1 ratio could indicate early stage pathology. This warrants further investigation in other biological fluids. General significance Importantly, further development and adaption of the assay design will enable multi-functional use for the quantification of oxidised proteins in tissues and biological fluids that may be used in investigating the role of oxidised proteins in a range of neurodegenerative diseases, particularly in which disease-specific protein oxidation has been implicated.
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Affiliation(s)
- Megan K. Herbert
- Department of Neurology, Donders Institute for Brain,
Cognition and Behaviour, Radboud Alzheimer Centre, The Netherlands
- Department of Laboratory Medicine, Donders Institute for
Brain, Cognition and Behaviour, Radboud Alzheimer Centre, The
Netherlands
| | - Marcel M. Verbeek
- Department of Neurology, Donders Institute for Brain,
Cognition and Behaviour, Radboud Alzheimer Centre, The Netherlands
- Department of Laboratory Medicine, Donders Institute for
Brain, Cognition and Behaviour, Radboud Alzheimer Centre, The
Netherlands
| | - Benno Küsters
- Department of Pathology, Radboud University Medical Centre,
Nijmegen, The Netherlands
- Department of Pathology, Maastricht University Medical
Centre, Maastricht, The Netherlands
| | - H. Bea Kuiperij
- Department of Neurology, Donders Institute for Brain,
Cognition and Behaviour, Radboud Alzheimer Centre, The Netherlands
- Department of Laboratory Medicine, Donders Institute for
Brain, Cognition and Behaviour, Radboud Alzheimer Centre, The
Netherlands
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12
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Snir E, Amit E, Friedler A, Yitzchaik S. A highly sensitive square wave voltammetry based biosensor for kinase activity measurements. Biopolymers 2015; 104:515-20. [DOI: 10.1002/bip.22653] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2014] [Revised: 03/11/2015] [Accepted: 03/30/2015] [Indexed: 02/03/2023]
Affiliation(s)
- Elza Snir
- Institute of Chemistry and the Center for Nanoscience and Nanotechnology; The Hebrew University of Jerusalem; Jerusalem 91904 Israel
| | - Einav Amit
- Institute of Chemistry and the Center for Nanoscience and Nanotechnology; The Hebrew University of Jerusalem; Jerusalem 91904 Israel
| | - Assaf Friedler
- Institute of Chemistry and the Center for Nanoscience and Nanotechnology; The Hebrew University of Jerusalem; Jerusalem 91904 Israel
| | - Shlomo Yitzchaik
- Institute of Chemistry and the Center for Nanoscience and Nanotechnology; The Hebrew University of Jerusalem; Jerusalem 91904 Israel
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13
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She Z, Topping K, Shamsi MH, Wang N, Chan NWC, Kraatz HB. Investigation of the Utility of Complementary Electrochemical Detection Techniques to Examine the in Vitro Affinity of Bacterial Flagellins for a Toll-Like Receptor 5 Biosensor. Anal Chem 2015; 87:4218-24. [DOI: 10.1021/ac5042439] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Zhe She
- Department
of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, Ontario M1C 1A4, Canada
- Department
of Chemistry, University of Toronto, 80 Saint George Street, Toronto, Ontario M5S 3H6, Canada
| | - Kristin Topping
- Department
of Chemistry and Chemical Engineering, Royal Military College of Canada, P.O. Box
17000, Station Forces, Kingston, Ontario K7K 7B4, Canada
| | - Mohtashim H. Shamsi
- Department
of Chemistry, University of Toronto, 80 Saint George Street, Toronto, Ontario M5S 3H6, Canada
- Donnelly Centre
for Cellular and Biomolecular Research, University of Toronto, 160 College
Street, Toronto, Ontario M5S 3E1, Canada
| | - Nan Wang
- Department
of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, Ontario M1C 1A4, Canada
- Department
of Chemistry, University of Toronto, 80 Saint George Street, Toronto, Ontario M5S 3H6, Canada
| | - Nora W. C. Chan
- Department
of Chemistry and Chemical Engineering, Royal Military College of Canada, P.O. Box
17000, Station Forces, Kingston, Ontario K7K 7B4, Canada
- Bio-Analysis
Group, Defence Research and Development Canada—Suffield Research Centre, P.O. Box 4000, Station Main, Medicine Hat, Alberta T1A 8K6, Canada
| | - Heinz-Bernhard Kraatz
- Department
of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, Ontario M1C 1A4, Canada
- Department
of Chemistry, University of Toronto, 80 Saint George Street, Toronto, Ontario M5S 3H6, Canada
- Department
of Chemistry and Chemical Engineering, Royal Military College of Canada, P.O. Box
17000, Station Forces, Kingston, Ontario K7K 7B4, Canada
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14
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Protein phosphorylation detection using dual-mode field-effect devices and nanoplasmonic sensors. Sci Rep 2015; 5:8687. [PMID: 25732235 PMCID: PMC4346972 DOI: 10.1038/srep08687] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Accepted: 01/27/2015] [Indexed: 01/25/2023] Open
Abstract
Phosphorylation by kinases is an important post-translational modification of proteins. It is a critical control for the regulation of vital cellular activities, and its dysregulation is implicated in several diseases. A common drug discovery approach involves, therefore, time-consuming screenings of large libraries of candidate compounds to identify novel inhibitors of protein kinases. In this work, we propose a novel method that combines localized surface plasmon resonance (LSPR) and electrolyte insulator semiconductor (EIS)-based proton detection for the rapid identification of novel protein kinase inhibitors. In particular, the selective detection of thiophosphorylated proteins by LSPR is achieved by changing their resonance properties via a pre-binding with gold nanoparticles. In parallel, the EIS field-effect structure allows the real-time electrochemical monitoring of the protein phosphorylation by detecting the release of protons associated with the kinases activity. This innovative combination of both field-effect and nanoplasmonic sensing makes the detection of protein phosphorylation more reliable and effective. As a result, the screening of protein kinase inhibitors becomes more rapid, sensitive, robust and cost-effective.
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15
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Martic S, Rains MK, Kraatz HB. Probing copper/tau protein interactions electrochemically. Anal Biochem 2013; 442:130-7. [DOI: 10.1016/j.ab.2013.07.015] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2013] [Revised: 07/05/2013] [Accepted: 07/09/2013] [Indexed: 01/08/2023]
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16
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Bhalla N, Di Lorenzo M, Pula G, Estrela P. Protein phosphorylation analysis based on proton release detection: potential tools for drug discovery. Biosens Bioelectron 2013; 54:109-14. [PMID: 24252767 DOI: 10.1016/j.bios.2013.10.037] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Revised: 10/08/2013] [Accepted: 10/21/2013] [Indexed: 11/27/2022]
Abstract
Phosphorylation is the most important post-translational modification of proteins in eukaryotic cells and it is catalysed by enzymes called kinases. The balance between protein phosphorylation and dephosphorylation is critical for the regulation of physiological processes and its unbalance is the cause of several diseases. Conventional assays used to analyse the kinase activity are limited as they rely heavily on phospho-specific antibodies and radioactive tags. This makes their use impractical for high throughput drug discovery platforms. We have developed two versatile methods to detect the release of protons (H(+)) associated with the protein phosphorylation catalysed by kinases. The first approach is based on the pH-sensitive response of oxide-semiconductor interfaces and the second method detects the pH changes in phosphorylation reaction using a commercial micro-pH electrode. The proposed methods successfully detected phosphorylation of myelin basic protein by PKC-α kinase. These techniques can be readily adopted for multiplexed arrays and high throughput analysis of kinase activity, which will represent an important innovation in biomedical research and drug discovery.
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Affiliation(s)
- Nikhil Bhalla
- Department of Electronic & Electrical Engineering, University of Bath, Bath BA2 7AY, United Kingdom.
| | - Mirella Di Lorenzo
- Department of Chemical Engineering, University of Bath, Bath BA2 7AY, United Kingdom.
| | - Giordano Pula
- Department of Pharmacy & Pharmacology, University of Bath, Bath BA2 7AY, United Kingdom.
| | - Pedro Estrela
- Department of Electronic & Electrical Engineering, University of Bath, Bath BA2 7AY, United Kingdom.
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