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Ahmadipour M, Bhattacharya A, Sarafbidabad M, Syuhada Sazali E, Krishna Ghoshal S, Satgunam M, Singh R, Rezaei Ardani M, Missaoui N, Kahri H, Pal U, Ling Pang A. CA19-9 and CEA biosensors in pancreatic cancer. Clin Chim Acta 2024; 554:117788. [PMID: 38246211 DOI: 10.1016/j.cca.2024.117788] [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: 11/11/2023] [Revised: 01/15/2024] [Accepted: 01/15/2024] [Indexed: 01/23/2024]
Abstract
Cancer is a complex pathophysiological condition causing millions of deaths each year. Early diagnosis is essential especially for pancreatic cancer. Existing diagnostic tools rely on circulating biomarkers such as Carbohydrate Antigen 19-9 (CA19-9) and Carcinoembryonic Antigen (CEA). Unfortunately, these markers are nonspecific and may be increased in a variety of disorders. Accordingly, diagnosis of pancreatic cancer generally involves more invasive approaches such as biopsy as well as imaging studies. Recent advances in biosensor technology have allowed the development of precise diagnostic tools having enhanced analytical sensitivity and specificity. Herein we examine these advances in the detection of cancer in general and in pancreatic cancer specifically. Furthermore, we highlight novel technologies in the measurement of CA19-9 and CEA and explore their future application in the early detection of pancreatic cancer.
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Affiliation(s)
- Mohsen Ahmadipour
- Institute of Power Engineering, Universiti Tenaga Nasional, 43650 Serdang, Selangor, Malaysia.
| | - Anish Bhattacharya
- Advanced Optical Materials Research Group, Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia; Ibnu Sina Institute of Laser Centre, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia
| | - Mohsen Sarafbidabad
- Biomedical Engineering Department, Faculty of Engineering, University of Isfahan, Isfahan, Iran
| | - Ezza Syuhada Sazali
- Advanced Optical Materials Research Group, Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia; Ibnu Sina Institute of Laser Centre, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia
| | - Sib Krishna Ghoshal
- Advanced Optical Materials Research Group, Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia; Ibnu Sina Institute of Laser Centre, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia
| | - Meenaloshini Satgunam
- Institute of Power Engineering, Universiti Tenaga Nasional, 43650 Serdang, Selangor, Malaysia; Department of Mechanical Engineering, Universiti Tenaga Nasional, 43650 Serdang, Selangor, Malaysia
| | - Ramesh Singh
- Institute of Power Engineering, Universiti Tenaga Nasional, 43650 Serdang, Selangor, Malaysia; Center of Advanced Manufacturing and Materials Processing (AMMP), Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Mohammad Rezaei Ardani
- School of Materials and Mineral Resources Engineering, Universiti Sains Malaysia, Engineering Campus, 14300 Nibong Tebal, Pulau Pinang, Malaysia
| | - Nadhem Missaoui
- Laboratory of Interfaces and Advanced Materials, Faculty of Sciences, University of Monastir, Monastir, Tunisia
| | - Hamza Kahri
- Laboratory of Interfaces and Advanced Materials, Faculty of Sciences, University of Monastir, Monastir, Tunisia
| | - Ujjwal Pal
- Department of Analytical and Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad, India
| | - Ai Ling Pang
- Department of Chemical Science, Faculty of Science, Universiti Tunku Abdul Rahman, 31900 Kampar, Perak, Malaysia
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Bushra Rafique, Khalid AM, Akhtar K, Iqbal M. Investigation of Metronidazole–DNA Interactions by Using Electrochemical and Spectroscopic Techniques. RUSS J ELECTROCHEM+ 2022. [DOI: 10.1134/s1023193522080109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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3
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Lata K, Vishwakarma J, Kumar S, Khanam T, Ramachandran R. Mycobacterium tuberculosis Endonuclease VIII 2 (Nei2) forms a prereplicative BER complex with DnaN: Identification, characterization, and disruption of complex formation. Mol Microbiol 2021; 117:320-333. [PMID: 34820919 DOI: 10.1111/mmi.14848] [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: 06/17/2021] [Revised: 11/18/2021] [Accepted: 11/19/2021] [Indexed: 12/12/2022]
Abstract
Mycobacterium tuberculosis Nei2 (Rv3297) is a BER glycosylase that removes oxidized base lesions from ssDNA and replication fork-mimicking substrates. We show that Endonuclease VIII 2 (Nei2) forms a BER complex with the β-clamp (DnaN, Rv0002) with a KD of 170 nM. The Nei2-β-clamp interactions enhance Nei2's activities up to several folds. SEC analysis shows that one molecule of Nei2 binds to a single β-clamp dimer. Nei2 interacts with subsites I and II of the β-clamp via a noncanonical 223 QGCRRCGTLIAY239 Clamp Interacting Protein (CIP) motif in the C-terminal zinc-finger domain, which was previously shown by us to be dispensable for intrinsic Nei2 activity. The 12-mer peptide alone exhibited a KD of 10.28 nM, suggesting that the motif is a key mediator of Nei2-β-clamp interactions. Finally, we identified inhibitors of Nei2-β-clamp interactions using rational methods, in vitro disruption, and SPR assays after querying a database of natural products. We found that Tubulosine, Fumitremorgin C, Toyocamycin, and Aleuritic acid exhibit IC50 values of 94.47, 83.49, 109.7, and 71.49 µM, respectively. They act by disrupting Nei2-β-clamp interactions and do not affect intrinsic Nei2 activity. Among other things, the present study gives insights into the role of Nei2 in bacterial prereplicative BER.
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Affiliation(s)
- Kiran Lata
- Molecular and Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Jyoti Vishwakarma
- Molecular and Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Sanjay Kumar
- Molecular and Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Taran Khanam
- Molecular and Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Ravishankar Ramachandran
- Molecular and Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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Patil DN, Patil SA, Sistla S, Jadhav JP. Comparative biophysical characterization: A screening tool for acetylcholinesterase inhibitors. PLoS One 2019; 14:e0215291. [PMID: 31150404 PMCID: PMC6544338 DOI: 10.1371/journal.pone.0215291] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 03/30/2019] [Indexed: 02/07/2023] Open
Abstract
Among neurodegenerative diseases, Alzheimer’s disease (AD) is one of the most grievous disease. The oldest cholinergic hypothesis is used to elevate the level of cognitive impairment and acetylcholinesterase (AChE) comprises the major targeted enzyme in AD. Thus, acetylcholinesterase inhibitors (AChEI) constitutes the essential remedy for the treatment of AD. The study aims to evaluate the interactions between natural molecules and AChE by Surface Plasmon Resonance (SPR). The molecules like alkaloids, polyphenols and substrates of AChE have been considered for the study with a major emphasis on affinity and kinetics. To better understand the activity of small molecules, the investigation is supported by both experimental and theoretical approach such as fluorescence, Circular Dichroism (CD) and molecular docking studies. Amongst the screened ones tannic acid showed promising results compared with others. The methodology followed here have highlighted many molecules with a higher affinity towards AChE and these findings may take lead molecules generated in preclinical studies to treat neurodegenerative diseases. Additionally, we suggest a unique signature for the heterogeneous analyte model using competitive experiments for analyzing simultanous interactions of both the analytes.
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Affiliation(s)
| | - Sushama A. Patil
- Department of Biotechnology, Shivaji University, Kolhapur, MS, India
| | - Srinivas Sistla
- Institute for Structural Biology, Drug Discovery and Development, Virginia Commonwealth University, Richmond, Virginia, United States
| | - Jyoti P. Jadhav
- Department of Biotechnology, Shivaji University, Kolhapur, MS, India
- * E-mail:
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5
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Jaiswal S, Chatterjee A, Pandey S, Lata K, Gadi RK, Manda R, Kumar S, Reddy MS, Ramachandran R, Srivastava KK. Mycobacterial protein tyrosine kinase, PtkA phosphorylates PtpA at tyrosine residues and the mechanism is stalled by the novel series of inhibitors. J Drug Target 2018; 27:51-59. [PMID: 29724125 DOI: 10.1080/1061186x.2018.1473407] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Phosphorylation and dephosphorylation are the key mechanisms for mycobacterial physiology and play critical roles in mycobacterial survival and in its pathogenesis. Mycobacteria evade host immune mechanism by inhibiting phagosome - lysosome fusion in which mycobacterial protein tyrosine phosphatase A (PtpA;TP) plays an indispensable role. Tyrosine kinase (PtkA;TK) activated by autophosphorylation; phosphorylates TP, which subsequently leads to increase in its phosphatase activity. The phosphorylated TP is secreted in phagosome of macrophage. In the present study, we have shown that the phosphorylation at two sites of TP; Y128 and Y129 are critical for TK-mediated phosphatase activity. The disruption of this interaction between TK and TP inhibits activation of later which further leads to the decrease in intracellular survival of mycobacteria. Furthermore, the proof of concept has been established using benzylbenzofurans and benzofuranamides, which inhibit the growth and intracellular survival of mycobacteria, associate with the functional sites of TP and contend with the TK. This binding was further restated by looking at the anchorage of protein-protein and the protein-inhibitor complexes in the homology-based structure models and by surface plasmon resonance analysis.
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Affiliation(s)
- Swati Jaiswal
- a Division of Microbiology , CSIR-Central Drug Research Institute , Lucknow , India
| | - Aditi Chatterjee
- a Division of Microbiology , CSIR-Central Drug Research Institute , Lucknow , India
| | - Sapna Pandey
- a Division of Microbiology , CSIR-Central Drug Research Institute , Lucknow , India
| | - Kiran Lata
- b Division of Molecular Structural Biology , CSIR-Central Drug Research Institute , Lucknow , India
| | - Ranjith Kumar Gadi
- c Division of Medicinal and Process Chemistry , CSIR-Central Drug Research Institute , Lucknow , India
| | - Rajesh Manda
- c Division of Medicinal and Process Chemistry , CSIR-Central Drug Research Institute , Lucknow , India
| | - Sanjay Kumar
- b Division of Molecular Structural Biology , CSIR-Central Drug Research Institute , Lucknow , India
| | - Maddi Sridhar Reddy
- c Division of Medicinal and Process Chemistry , CSIR-Central Drug Research Institute , Lucknow , India
| | - Ravishankar Ramachandran
- b Division of Molecular Structural Biology , CSIR-Central Drug Research Institute , Lucknow , India
| | - Kishore K Srivastava
- a Division of Microbiology , CSIR-Central Drug Research Institute , Lucknow , India
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A Sensitive and Stable Surface Plasmon Resonance Sensor Based on Monolayer Protected Silver Film. SENSORS 2017; 17:s17122777. [PMID: 29189753 PMCID: PMC5751622 DOI: 10.3390/s17122777] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 11/08/2017] [Accepted: 11/14/2017] [Indexed: 12/21/2022]
Abstract
In this paper, we present a stable silver-based surface plasmon resonance (SPR) sensor using a self-assembled monolayer (SAM) as a protection layer and investigated its efficiency in water and 0.01 M phosphate buffered saline (PBS). By simulation, silver-based SPR sensor has a better performance in field enhancement and penetration depth than that of a gold-based SPR sensor, which are 5 and 1.4 times, respectively. To overcome the instability of the bare silver film and investigate the efficiency of the protected layer, the SAM of 11-mercapto-1-undecanol (MUD) was used as a protection layer. Stability experiment results show that the protected silver film exhibited excellent stability either in pure water or 0.01 M PBS buffer. The sensitivity of the silver-based SPR sensor was calculated to be 127.26 deg/RIU (refractive index unit), measured with different concentrations of NaCl solutions. Further, a very high refractive resolution for the silver-based SPR sensor was found to be 2.207 × 10−7 RIU, which reaches the theoretical limit in the wavelength of 632.8 nm for a SPR sensor reported in the literature. Using a mixed SAM of 16-mercaptohexadecanoic acid (MHDA) and a MUD layer with a ratio of 1:10, this immunosensor for the rabbit immunoglobulin G (IgG) molecule with a limit of detection as low as 22.516 ng/mL was achieved.
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7
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Lata K, Afsar M, Ramachandran R. Biochemical characterization and novel inhibitor identification of Mycobacterium tuberculosis Endonuclease VIII 2 (Rv3297). Biochem Biophys Rep 2017; 12:20-28. [PMID: 28955788 PMCID: PMC5613217 DOI: 10.1016/j.bbrep.2017.07.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 07/10/2017] [Accepted: 07/29/2017] [Indexed: 12/03/2022] Open
Abstract
Nei2 (Rv3297) is a DNA Base Excision Repair (BER) glycosylase that is essential for survival of Mycobacterium tuberculosis in primates. We show that MtbNei2 is a bifunctional glycosylase that specifically acts on oxidized pyrimidine-containing single-stranded, double-stranded, 5’/3’ fork and bubble DNA substrates. MtbNei2 possesses Uracil DNA glycosylase activity unlike E. coli Nei. Mutational studies demonstrate that Pro2 and Glu3 located in the active site are essential for glycosylase activity of MtbNei2. Mutational analysis demonstrated that an unstructured C-terminal zinc finger domain that was important for activity in E. coli Nei and Fpg, was not required for the glycosylase activity of MtbNei2. Lastly, we screened the NCI natural product compound database and identified three natural product inhibitors with IC50 values ranging between 41.8 μM-92.7 μM against MtbNei2 in in vitro inhibition assays. Surface Plasmon Resonance (SPR) experiments showed that the binding affinity of the best inhibitor, NSC31867, was 74 nM. The present results set the stage for exploiting this important target in developing new therapeutic strategies that target Mycobacterial BER. Biochemical characterization of MtbNei2 (Rv3297). Pro2 and Glu3 residues are essential for MtbNei2 activity. Zinc finger domain is dispensable for activity. 3 natural product inhibitors identified against MtbNei2.
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Key Words
- AP, apurinic/apyrimidinic
- BER
- BER inhibitors
- BER, base excision repair
- EcoFpg, E. coli Formamidopyrimidine glycosylase
- EcoNei, E. coli Endonuclease VIII
- Endonuclease VIII 2
- Glycosylases
- MDR, multidrug resistance
- Mtb, Mycobacterium tuberculosis
- MtbNei2, M. tuberculosis Endonuclease VIII 2
- MtbNei2ΔZNF, M. tuberculosis zinc finger domain deleted mutant
- NSC250430 (Pubchem CID: 317611)
- NSC31867 (Pubchem CID: 233380)
- NSC345647 (Pubchem CID: 53277)
- ROS
- ROS, reactive oxygen species
- SEC, size exclusion chromatography
- TB, tuberculosis
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Kaminski T, Gunnarsson A, Geschwindner S. Harnessing the Versatility of Optical Biosensors for Target-Based Small-Molecule Drug Discovery. ACS Sens 2017; 2:10-15. [PMID: 28722441 DOI: 10.1021/acssensors.6b00735] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Optical biosensors entered target-based small-molecule drug discovery more than two decades ago and have since transformed into a value-adding component in the decision-making process. Here, we briefly highlight the major application areas of optical biosensors and focus on desirable profiles of such platforms in order to ensure their effective use in small molecule drug discovery. Furthermore, we will emphasize current technology-based constraints and discuss experimental strategies to address these limitations as well as provide a view of necessary technology improvements for next generation platforms.
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Affiliation(s)
- Tim Kaminski
- Discovery Sciences, Innovative
Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, S-43183 Mölndal, Sweden
| | - Anders Gunnarsson
- Discovery Sciences, Innovative
Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, S-43183 Mölndal, Sweden
| | - Stefan Geschwindner
- Discovery Sciences, Innovative
Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, S-43183 Mölndal, Sweden
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Abstract
INTRODUCTION Fragment-based approaches have played an increasing role alongside high-throughput screening in drug discovery for 15 years. The label-free biosensor technology based on surface plasmon resonance (SPR) is now sensitive and informative enough to serve during primary screens and validation steps. AREAS COVERED In this review, the authors discuss the role of SPR in fragment screening. After a brief description of the underlying principles of the technique and main device developments, they evaluate the advantages and adaptations of SPR for fragment-based drug discovery. SPR can also be applied to challenging targets such as membrane receptors and enzymes. EXPERT OPINION The high-level of immobilization of the protein target and its stability are key points for a relevant screening that can be optimized using oriented immobilized proteins and regenerable sensors. Furthermore, to decrease the rate of false negatives, a selectivity test may be performed in parallel on the main target bearing the binding site mutated or blocked with a low-off-rate ligand. Fragment-based drug design, integrated in a rational workflow led by SPR, will thus have a predominant role for the next wave of drug discovery which could be greatly enhanced by new improvements in SPR devices.
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Affiliation(s)
- Alain Chavanieu
- a Institut des Biomolécules Max Mousseron (IBMM), UMR 5247 , Université de Montpellier, CNRS, ENSCM , Montpellier Cedex 5, France
| | - Martine Pugnière
- b IRCM , Institut de Recherche en Cancérologie de Montpellier , Montpellier , France.,c INSERM, U1194 , Université Montpellier , Montpellier , France.,d ICM , Institut Régional du Cancer , Montpellier , France
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10
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Origin and prediction of free-solution interaction studies performed label-free. Proc Natl Acad Sci U S A 2016; 113:E1595-604. [PMID: 26960999 DOI: 10.1073/pnas.1515706113] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Interaction/reaction assays have led to significant scientific discoveries in the biochemical, medical, and chemical disciplines. Several fundamental driving forces form the basis of intermolecular and intramolecular interactions in chemical and biochemical systems (London dispersion, hydrogen bonding, hydrophobic, and electrostatic), and in the past three decades the sophistication and power of techniques to interrogate these processes has developed at an unprecedented rate. In particular, label-free methods have flourished, such as NMR, mass spectrometry (MS), surface plasmon resonance (SPR), biolayer interferometry (BLI), and backscattering interferometry (BSI), which can facilitate assays without altering the participating components. The shortcoming of most refractive index (RI)-based label-free methods such as BLI and SPR is the requirement to tether one of the interaction entities to a sensor surface. This is not the case for BSI. Here, our hypothesis is that the signal origin for free-solution, label-free determinations can be attributed to conformation and hydration-induced changes in the solution RI. We propose a model for the free-solution response function (FreeSRF) and show that, when quality bound and unbound structural data are available, FreeSRF correlates well with the experiment (R(2)> 0.99, Spearman rank correlation coefficients >0.9) and the model is predictive within ∼15% of the experimental binding signal. It is also demonstrated that a simple mass-weighted dη/dC response function is the incorrect equation to determine that the change in RI is produced by binding or folding event in free solution.
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11
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Parrales A, Iwakuma T. Targeting Oncogenic Mutant p53 for Cancer Therapy. Front Oncol 2015; 5:288. [PMID: 26732534 PMCID: PMC4685147 DOI: 10.3389/fonc.2015.00288] [Citation(s) in RCA: 229] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 12/07/2015] [Indexed: 12/14/2022] Open
Abstract
Among genetic alterations in human cancers, mutations in the tumor suppressor p53 gene are the most common, occurring in over 50% of human cancers. The majority of p53 mutations are missense mutations and result in the accumulation of dysfunctional p53 protein in tumors. These mutants frequently have oncogenic gain-of-function activities and exacerbate malignant properties of cancer cells, such as metastasis and drug resistance. Increasing evidence reveals that stabilization of mutant p53 in tumors is crucial for its oncogenic activities, while depletion of mutant p53 attenuates malignant properties of cancer cells. Thus, mutant p53 is an attractive druggable target for cancer therapy. Different approaches have been taken to develop small-molecule compounds that specifically target mutant p53. These include compounds that restore wild-type conformation and transcriptional activity of mutant p53, induce depletion of mutant p53, inhibit downstream pathways of oncogenic mutant p53, and induce synthetic lethality to mutant p53. In this review article, we comprehensively discuss the current strategies targeting oncogenic mutant p53 in cancers, with special focus on compounds that restore wild-type p53 transcriptional activity of mutant p53 and those reducing mutant p53 levels.
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Affiliation(s)
- Alejandro Parrales
- Department of Cancer Biology, University of Kansas Medical Center , Kansas City, KS , USA
| | - Tomoo Iwakuma
- Department of Cancer Biology, University of Kansas Medical Center , Kansas City, KS , USA
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12
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Schneider CS, Bhargav AG, Perez JG, Wadajkar AS, Winkles JA, Woodworth GF, Kim AJ. Surface plasmon resonance as a high throughput method to evaluate specific and non-specific binding of nanotherapeutics. J Control Release 2015; 219:331-344. [PMID: 26415854 DOI: 10.1016/j.jconrel.2015.09.048] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 09/22/2015] [Accepted: 09/24/2015] [Indexed: 12/18/2022]
Abstract
Surface plasmon resonance (SPR) is a powerful analytical technique used to quantitatively examine the interactions between various biomolecules, such as proteins and nucleic acids. The technique has been particularly useful in screening and evaluating binding affinity of novel small molecule and biomolecule-derived therapeutics for various diseases and applications including lupus medications, thrombin inhibitors, HIV protease inhibitors, DNA gyrase inhibitors and many others. Recently, there has been increasing interest in nanotherapeutics (nanoRx), due to their unique properties and potential for controlled release of encapsulated drugs and structure-specific targeting to diseased tissues. NanoRx offer the potential to solve many drug delivery challenges by enabling, specific interactions between molecules on the surface of the nanoparticle and molecules in the diseased tissue, while minimizing off-target interactions toward non-diseased tissues. These properties are largely dependent upon careful control and balance of nanoRx interactions and binding properties with tissues in vivo. Given the great promise of nanoRx with regard to engineering specific molecular interactions, SPR can rapidly quantify small aliquots of nanoRx formulations for desired and undesired molecular interactions. Moving forward, we believe that utilization of SPR in the screening and design of nanoRx has the potential to greatly improve the development of targeted nanoRx formulations and eventually lead to improved therapeutic efficacy. In this review, we discuss (1) the fundamental principles of SPR and basic quantitative analysis of SPR data, (2) previous applications of SPR in the study of non-particulate therapeutics and nanoRx, and (3) future opportunities for the use of SPR in the evaluation of nanoRx.
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Affiliation(s)
- Craig S Schneider
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Adip G Bhargav
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Jimena G Perez
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Aniket S Wadajkar
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Jeffrey A Winkles
- Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Department of Surgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Center for Vascular and Inflammatory Diseases, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Graeme F Woodworth
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
| | - Anthony J Kim
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA; Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, Baltimore, MD 21201, USA; Center for Biomedical Engineering and Technology, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
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13
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Huber W, Sinopoli A, Kohler J, Hug M, Ruf A, Huber S. Elucidation of direct competition and allosteric modulation of small-molecular-weight protein ligands using surface plasmon resonance methods. J Mol Recognit 2015; 28:480-91. [DOI: 10.1002/jmr.2465] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 01/16/2015] [Accepted: 01/16/2015] [Indexed: 01/01/2023]
Affiliation(s)
- Walter Huber
- Molecular Design and Chemical Biology (MDCB); F. Hoffmann La Roche, Roche Innovation Center Basel; Grenzacherstrasse 124 4070 Basel Switzerland
| | | | - Josiane Kohler
- Molecular Design and Chemical Biology (MDCB); F. Hoffmann La Roche, Roche Innovation Center Basel; Grenzacherstrasse 124 4070 Basel Switzerland
| | - Melanie Hug
- Molecular Design and Chemical Biology (MDCB); F. Hoffmann La Roche, Roche Innovation Center Basel; Grenzacherstrasse 124 4070 Basel Switzerland
| | - Armin Ruf
- Molecular Design and Chemical Biology (MDCB); F. Hoffmann La Roche, Roche Innovation Center Basel; Grenzacherstrasse 124 4070 Basel Switzerland
| | - Sylwia Huber
- Molecular Design and Chemical Biology (MDCB); F. Hoffmann La Roche, Roche Innovation Center Basel; Grenzacherstrasse 124 4070 Basel Switzerland
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14
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López CJ, Fleissner MR, Brooks EK, Hubbell WL. Stationary-phase EPR for exploring protein structure, conformation, and dynamics in spin-labeled proteins. Biochemistry 2014; 53:7067-75. [PMID: 25333901 PMCID: PMC4238802 DOI: 10.1021/bi5011128] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
![]()
Proteins tethered to solid supports
are of increasing interest
in bioanalytical chemistry and protein science in general. However,
the extent to which tethering modifies the energy landscape and dynamics
of the protein is most often unknown because there are few biophysical
methods that can determine secondary and tertiary structures and explore
conformational equilibria and dynamics of a tethered protein with
site-specific resolution. Site-directed spin labeling (SDSL) combined
with electron paramagnetic resonance (EPR) offers a unique opportunity
for this purpose. Here, we employ a general strategy using unnatural
amino acids that enables efficient and site-specific tethering of
a spin-labeled protein to a Sepharose solid support. Remarkably, EPR
spectra of spin-labeled T4 lysozyme (T4L) reveal that a single site-specific
attachment suppresses rotational motion of the protein sufficiently
to allow interpretation of the spectral line shape in terms of protein
internal dynamics. Importantly, line shape analysis and distance mapping
using double electron–electron resonance reveal that internal
dynamics, the tertiary fold, conformational equilibria, and ligand
binding of the tethered proteins were similar to those in solution,
in contrast to random attachment via native lysine residues. The results
of this study set the stage for the development of an EPR-based flow
system that will house soluble and membrane proteins immobilized site-specifically,
thereby enabling facile screening of structural and dynamical effects
of binding partners.
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Affiliation(s)
- Carlos J López
- Jules Stein Eye Institute and Department of Chemistry and Biochemistry, University of California , Los Angeles, California 90095, United States
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15
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Gonçalves AM, Pedro AQ, Santos FM, Martins LM, Maia CJ, Queiroz JA, Passarinha LA. Trends in protein-based biosensor assemblies for drug screening and pharmaceutical kinetic studies. Molecules 2014; 19:12461-85. [PMID: 25153865 PMCID: PMC6270898 DOI: 10.3390/molecules190812461] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Revised: 08/02/2014] [Accepted: 08/05/2014] [Indexed: 12/20/2022] Open
Abstract
The selection of natural and chemical compounds for potential applications in new pharmaceutical formulations constitutes a time-consuming procedure in drug screening. To overcome this issue, new devices called biosensors, have already demonstrated their versatility and capacity for routine clinical diagnosis. Designed to perform analytical analysis for the detection of a particular analyte, biosensors based on the coupling of proteins to amperometric and optical devices have shown the appropriate selectivity, sensibility and accuracy. During the last years, the exponential demand for pharmacokinetic studies in the early phases of drug development, along with the need of lower molecular weight detection, have led to new biosensor structure materials with innovative immobilization strategies. The result has been the development of smaller, more reproducible biosensors with lower detection limits, and with a drastic reduction in the required sample volumes. Therefore in order to describe the main achievements in biosensor fields, the present review has the main aim of summarizing the essential strategies used to generate these specific devices, that can provide, under physiological conditions, a credible molecule profile and assess specific pharmacokinetic parameters.
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Affiliation(s)
- Ana M Gonçalves
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
| | - Augusto Q Pedro
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
| | - Fátima M Santos
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
| | - Luís M Martins
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
| | - Cláudio J Maia
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
| | - João A Queiroz
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
| | - Luís A Passarinha
- CICS-UBI Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal.
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Abstract
ABSTRACT
Antibodies are biological molecules generated by the host immune system in response to the invasion of foreign bodies or antigens. Therefore, antibodies must possess high specificity toward target antigens in order for the antigen to be recognized and subsequently destroyed. Because of this specificity, antibodies or antibody fragments that maintain binding specificity are heavily used in diagnostic assays and are becoming increasingly important in many therapeutic applications. Classical immunoassays such as radioimmunoassay and enzyme-linked immunosorbent assay are effective analytical techniques that have been widely used to screen and determine antibody specificity. Because of increased demands for antibodies with well-defined specificities, other techniques have been developed that facilitate generation and characterization of antibody-binding specificities under different conditions, such as when the protein is expressed on a cell surface or the target antigen is hard to isolate. Here, we describe three alternate techniques that provide unique abilities to characterize antibody-antigen binding events: (i) surface plasmon resonance, (ii) fluorescence activated cell sorting, and (iii) atomic force microscopy. These different techniques take advantage of various changes in physical and/or chemical properties of the analytes that occur upon binding, such as refractive index, surface charge, and changes in structure. These techniques provide unique powerful advantages over traditional immunoassays including real-time and label-free detection, low sample volume and concentration requirements, and molecular-level detection sensitivity. This article provides an overview of how these alternate approaches to studying antibody-antigen interactions can be used to facilitate rapid development of new antibody-based reagents for diagnostic and therapeutic applications.
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Hong CC, Chen CP, Horng JC, Chen SY. Point-of-care protein sensing platform based on immuno-like membrane with molecularly-aligned nanocavities. Biosens Bioelectron 2013; 50:425-30. [DOI: 10.1016/j.bios.2013.07.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Revised: 07/08/2013] [Accepted: 07/09/2013] [Indexed: 10/26/2022]
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18
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Park HD, Lee SH, Kim TH, Lee SH, Cho KH, Kim A. Antithrombotic effects of LB30870, a potent, orally active, selective and direct thrombin inhibitor, and pharmacokinetics of its prodrug. Bioorg Med Chem Lett 2013; 23:4779-84. [DOI: 10.1016/j.bmcl.2013.07.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Revised: 06/17/2013] [Accepted: 07/02/2013] [Indexed: 10/26/2022]
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19
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Choulier L, Nominé Y, Zeder-Lutz G, Charbonnier S, Didier B, Jung ML, Altschuh D. Chemical Library Screening Using a SPR-Based Inhibition in Solution Assay: Simulations and Experimental Validation. Anal Chem 2013; 85:8787-95. [DOI: 10.1021/ac4019445] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Laurence Choulier
- Biotechnologie et Signalisation
Cellulaire, Université de Strasbourg, CNRS, ESBS, Boulevard Sébastien Brant BP10413, 67412 Illkirch,
France
| | - Yves Nominé
- Biotechnologie et Signalisation
Cellulaire, Université de Strasbourg, CNRS, ESBS, Boulevard Sébastien Brant BP10413, 67412 Illkirch,
France
| | - Gabrielle Zeder-Lutz
- Biotechnologie et Signalisation
Cellulaire, Université de Strasbourg, CNRS, ESBS, Boulevard Sébastien Brant BP10413, 67412 Illkirch,
France
| | - Sebastian Charbonnier
- Biotechnologie et Signalisation
Cellulaire, Université de Strasbourg, CNRS, ESBS, Boulevard Sébastien Brant BP10413, 67412 Illkirch,
France
| | - Bruno Didier
- Prestwick Chemical, Bd Gonthier d’Andernach, Parc d’Innovation,
67400
Illkirch, France
| | - Marie-Louise Jung
- Prestwick Chemical, Bd Gonthier d’Andernach, Parc d’Innovation,
67400
Illkirch, France
| | - Danièle Altschuh
- Biotechnologie et Signalisation
Cellulaire, Université de Strasbourg, CNRS, ESBS, Boulevard Sébastien Brant BP10413, 67412 Illkirch,
France
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20
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Li X, Gao Y, Guo LH, Jiang G. Structure-dependent activities of hydroxylated polybrominated diphenyl ethers on human estrogen receptor. Toxicology 2013; 309:15-22. [DOI: 10.1016/j.tox.2013.04.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Revised: 04/02/2013] [Accepted: 04/02/2013] [Indexed: 11/17/2022]
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21
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Arvinte T, Palais C, Green-Trexler E, Gregory S, Mach H, Narasimhan C, Shameem M. Aggregation of biopharmaceuticals in human plasma and human serum: implications for drug research and development. MAbs 2013; 5:491-500. [PMID: 23571158 PMCID: PMC4169040 DOI: 10.4161/mabs.24245] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Analytical methods based on light microscopy, 90° light-scattering and surface plasmon resonance (SPR) allowed the characterization of aggregation that can occur when antibodies are mixed with human plasma. Light microscopy showed that aggregates formed when human plasma was mixed with 5% dextrose solutions of Herceptin® (trastuzumab) or Avastin® (bevacizumab) but not Remicade® (infliximab). The aggregates in the plasma-Herceptin®-5% dextrose solution were globular, size range 0.5–9 μm, with a mean diameter of 4 μm. The aggregates in the plasma-Avastin®-5% dextrose samples had a mean size of 2 μm. No aggregation was observed when 0.9% NaCl solutions of Herceptin®, Avastin® and Remicade® were mixed with human plasma. 90° light-scattering measurements showed that aggregates were still present 2.5 h after mixing Herceptin® or Avastin® with 5% dextrose-plasma solution. A SPR method was utilized to qualitatively describe the extent of interactions of surface-bound antibodies with undiluted human serum. Increased binding was observed in the case of Erbitux® (cetuximab), whereas no binding was measured for Humira® (adalimumab). The binding of sera components to 13 monoclonal antibodies was measured and correlated with known serum binding properties of the antibodies. The data presented in this paper provide analytical methods to study the intrinsic and buffer-dependent aggregation tendencies of therapeutic proteins when mixed with human plasma and serum.
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Affiliation(s)
- Tudor Arvinte
- Therapeomic Inc.; Basel, Switzerland; School of Pharmaceutical Sciences; University of Geneva; University of Lausanne; Geneva, Switzerland
| | | | - Erin Green-Trexler
- Vaccine Drug Product Development; Merck Research Laboratories; West Point, PA USA
| | - Sonia Gregory
- Vaccine Drug Product Development; Merck Research Laboratories; West Point, PA USA
| | - Henryk Mach
- Vaccine Drug Product Development; Merck Research Laboratories; West Point, PA USA
| | | | - Mohammed Shameem
- Sterile Product Development; Merck Research Laboratories; Summit, NJ USA
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22
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Winquist J, Geschwindner S, Xue Y, Gustavsson L, Musil D, Deinum J, Danielson UH. Identification of structural-kinetic and structural-thermodynamic relationships for thrombin inhibitors. Biochemistry 2013; 52:613-26. [PMID: 23290007 DOI: 10.1021/bi301333z] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
To improve our understanding of drug-target interactions, we explored the effect of introducing substituted amine residues with increased chain length in the P3 residue of the thrombin inhibitor melagatran. Inhibition, kinetic, and thermodynamic data obtained via stopped-flow spectroscopy (SF), isothermal microcalorimetry (ITC), and surface plasmon resonance (SPR) biosensor analysis were interpreted with the help of X-ray crystal structures of the enzyme-inhibitor complexes. The association rate became faster when the lipophilicity of the inhibitors was increased. This was coupled to an increased enthalpic component and a corresponding decreased entropic component. The dissociation rates were reduced with an increase in chain length, with only a smaller increase and a decrease in the enthalpic and entropic components, respectively. Overall, the affinity increased with an increase in chain length, with similar changes in the enthalpic and entropic components. ITC analysis confirmed the equilibrium data from SPR analysis, showing that the interaction of melagatran was the most enthalpy-driven interaction. Structural analysis of the thrombin-inhibitor complex showed that the orientation of the P1 and P2 parts of the molecules was very similar, but that there were significant differences in the interaction between the terminal part of the P3 side chain and the binding pocket. A combination of charge repulsion, H-bonds, and hydrophobic interactions could be used to explain the observed kinetic and thermodynamic profiles for the ligands. In conclusion, changes in the structure of a lead compound can have significant effects on its interaction with the target that translate directly into kinetic and thermodynamic effects. In contrast to what may be intuitively expected, hydrogen bond formation and breakage are not necessarily reflected in enthalpy gains and losses, respectively.
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Affiliation(s)
- Johan Winquist
- Department of Chemistry-BMC, Uppsala University, SE-751 23 Uppsala, Sweden
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23
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Surface plasmon resonance, fluorescence, and circular dichroism studies for the characterization of the binding of BACE-1 inhibitors. Anal Bioanal Chem 2012; 405:827-35. [DOI: 10.1007/s00216-012-6312-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2012] [Revised: 07/21/2012] [Accepted: 07/30/2012] [Indexed: 10/28/2022]
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24
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Zeder-Lutz G, Choulier L, Besse M, Cousido-Siah A, Figueras FXR, Didier B, Jung ML, Podjarny A, Altschuh D. Validation of surface plasmon resonance screening of a diverse chemical library for the discovery of protein tyrosine phosphatase 1b binders. Anal Biochem 2012; 421:417-27. [DOI: 10.1016/j.ab.2011.09.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2011] [Revised: 09/13/2011] [Accepted: 09/14/2011] [Indexed: 01/07/2023]
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25
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Emerging role of surface plasmon resonance in fragment-based drug discovery. Future Med Chem 2012; 3:1809-20. [PMID: 22004086 DOI: 10.4155/fmc.11.128] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Surface plasmon resonance (SPR) offers a method of biophysical fragment screening that is fast, efficient, cost effective and accurate. SPR is increasingly being adopted as a secondary assay to validate fragment hits. Recently, technical advances have resulted in the emergence of SPR as a primary screening methodology for fragment-based drug discovery. Moreover, SPR biosensor assays can be developed for a wide range of proteins, including membrane proteins, such as G-protein-coupled receptors. In this review, we discuss the advantages and limitations of SPR fragment screening including experimental consideration of reducing false positive and false negative rates to a minimum. We discuss how ligand efficiency can be used both as a method to eliminate false positives and to understand which fragments in a library may be a source of false negatives.
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26
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Gunnarsson A, Dexlin L, Wallin P, Svedhem S, Jönsson P, Wingren C, Höök F. Kinetics of Ligand Binding to Membrane Receptors from Equilibrium Fluctuation Analysis of Single Binding Events. J Am Chem Soc 2011; 133:14852-5. [DOI: 10.1021/ja2047039] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Anders Gunnarsson
- Department of Applied Physics, Chalmers University of Technology, SE-41133 Göteborg, Sweden
| | - Linda Dexlin
- Department of Immunotechnology and CREATE Health, Lund University, SE-221 84 Lund, Sweden
| | - Patric Wallin
- Department of Applied Physics, Chalmers University of Technology, SE-41133 Göteborg, Sweden
| | - Sofia Svedhem
- Department of Applied Physics, Chalmers University of Technology, SE-41133 Göteborg, Sweden
| | - Peter Jönsson
- Department of Applied Physics, Chalmers University of Technology, SE-41133 Göteborg, Sweden
| | - Christer Wingren
- Department of Immunotechnology and CREATE Health, Lund University, SE-221 84 Lund, Sweden
| | - Fredrik Höök
- Department of Applied Physics, Chalmers University of Technology, SE-41133 Göteborg, Sweden
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27
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Nirschl M, Reuter F, Vörös J. Review of transducer principles for label-free biomolecular interaction analysis. BIOSENSORS 2011; 1:70-92. [PMID: 25586921 PMCID: PMC4264362 DOI: 10.3390/bios1030070] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 06/18/2011] [Accepted: 06/29/2011] [Indexed: 01/12/2023]
Abstract
Label-free biomolecular interaction analysis is an important technique to study the chemical binding between e.g., protein and protein or protein and small molecule in real-time. The parameters obtained with this technique, such as the affinity, are important for drug development. While the surface plasmon resonance (SPR) instruments are most widely used, new types of sensors are emerging. These developments are generally driven by the need for higher throughput, lower sample consumption or by the need of complimentary information to the SPR data. This review aims to give an overview about a wide range of sensor transducers, the working principles and the peculiarities of each technology, e.g., concerning the set-up, sensitivity, sensor size or required sample volume. Starting from optical technologies like the SPR and waveguide based sensors, acoustic sensors like the quartz crystal microbalance (QCM) and the film bulk acoustic resonator (FBAR), calorimetric and electrochemical sensors are covered. Technologies long established in the market are presented together with those newly commercially available and with technologies in the early development stage. Finally, the commercially available instruments are summarized together with their sensitivity and the number of sensors usable in parallel and an outlook for potential future developments is given.
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Affiliation(s)
- Martin Nirschl
- Laboratory of Biosensors and Bioelectronics, Institute for Biomedical Engineering, ETH Zurich, Switzerland.
| | - Florian Reuter
- Siemens Technology Accelerator GmbH, Otto-Hahn-Ring 6, 81739 Munich, Germany.
| | - Janos Vörös
- Laboratory of Biosensors and Bioelectronics, Institute for Biomedical Engineering, ETH Zurich, Switzerland.
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Yamane J, Yao M, Zhou Y, Hiramatsu Y, Fujiwara K, Yamaguchi T, Yamaguchi H, Togame H, Tsujishita H, Takemoto H, Tanaka I. In-crystal affinity ranking of fragment hit compounds reveals a relationship with their inhibitory activities. J Appl Crystallogr 2011. [DOI: 10.1107/s0021889811017717] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Fragment-based drug discovery (FBDD), which is a molecular build-up strategy from small scaffolds, has recently become a promising approach for lead-compound generation. Although high-throughput protein crystallography is usually used to determine the protein–ligand complex structure and identify potential hit compounds, the relationship between the quality of theFo–Fcmaps of hit compounds and their inhibitory activities has rarely been examined. To address this issue, crystallographic competition experiments were carried out to determine the relative order of the in-crystal binding affinities using five hit compounds of bovine pancreatic trypsin inhibitors. Soaking experiments of all combinations of the five hit compounds were used to define the in-crystal affinity ranking. Based on characterization by a high-concentration bioassay, a clear correlation was observed between in-crystal binding affinities and the inhibitory activities in solution. Moreover, the correlation analysis revealed that X-ray-based screening can detect a weak hit compound with inhibitory activity below the limit of detection, even in a high-concentration assay. The proposed crystallographic competition method could function as a valuable tool, not only to select a plausible starting scaffold for subsequent synthetic efforts but also to access structure–activity relationships using fragment compounds with a wider detection limit than a biological assay. The crystallographic validation methodology described here will greatly accelerate the hit-to-lead process during fragment-based and structure-based drug design.
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29
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Seneviratne AMPB, Burroughs M, Giralt E, Smrcka AV. Direct-reversible binding of small molecules to G protein βγ subunits. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1814:1210-8. [PMID: 21621014 DOI: 10.1016/j.bbapap.2011.05.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2011] [Revised: 05/10/2011] [Accepted: 05/11/2011] [Indexed: 02/08/2023]
Abstract
Heterotrimeric guanine nucleotide-binding proteins (G proteins) composed of three subunits α, β, γ mediate activation of multiple intracellular signaling cascades initiated by G protein-coupled receptors (GPCRs). Previously our laboratory identified small molecules that bind to Gβγ and interfere with or enhance binding of select effectors with Gβγ. To understand the molecular mechanisms of selectivity and assess binding of compounds to Gβγ, we used biophysical and biochemical approaches to directly monitor small molecule binding to Gβγ. Surface plasmon resonance (SPR) analysis indicated that multiple compounds bound directly to Gβγ with affinities in the high nanomolar to low micromolar range but with surprisingly slow on and off rate kinetics. While the k(off) was slow for most of the compounds in physiological buffers, they could be removed from Gβγ with mild chaotropic salts or mildly dissociating collision energy in a mass-spectrometer indicating that compound-Gβγ interactions were non-covalent. Finally, at concentrations used to observe maximal biological effects the stoichiometry of binding was 1:1. The results from this study show that small molecule modulation of Gβγ-effector interactions is by specific direct non-covalent and reversible binding of small molecules to Gβγ. This is highly relevant to development of Gβγ targeting as a therapeutic approach since reversible, direct binding is a prerequisite for drug development and important for specificity.
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Holdgate GA, Anderson M, Edfeldt F, Geschwindner S. Affinity-based, biophysical methods to detect and analyze ligand binding to recombinant proteins: matching high information content with high throughput. J Struct Biol 2010; 172:142-57. [PMID: 20609391 DOI: 10.1016/j.jsb.2010.06.024] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2010] [Revised: 06/28/2010] [Accepted: 06/29/2010] [Indexed: 01/21/2023]
Abstract
Affinity-based technologies have become impactful tools to detect, monitor and characterize molecular interactions using recombinant target proteins. This can aid the understanding of biological function by revealing mechanistic details, and even more importantly, enables the identification of new improved ligands that can modulate the biological activity of those targets in a desired fashion. The selection of the appropriate technology is a key step in that process, as each one of the currently available technologies offers a characteristic type of biophysical information about the ligand-binding event. Alongside the indisputable advantages of each of those technologies they naturally display diverse restrictions that are quite frequently related to the target system to be studied but also to the affinity, solubility and molecular size of the ligands. This paper discusses some of the theoretical and experimental aspects of the most common affinity-based methods, what type of information can be gained from each one of those approaches, and what requirements as well as limitations are expected from working with recombinant proteins on those platforms and how those can be optimally addressed.
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Affiliation(s)
- Geoff A Holdgate
- Lead Generation Sciences, AstraZeneca R&D Alderley Park, Mereside, Alderley Park, United Kingdom
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31
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Haasnoot W, Loomans EEMG, Cazemier G, Dietrich R, Verheijen R, Bergwerff AA, Stephany RW. Direct Versus Competitive Biosensor Immunoassays for the Detection of (Dihydro)Streptomycin Residues in Milk. FOOD AGR IMMUNOL 2010. [DOI: 10.1080/09540100220137637] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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32
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Haasnoot W, Verheijen R. A Direct (Non-Competitive) Immunoassay for Gentamicin Residues with an Optical Biosensor. FOOD AGR IMMUNOL 2010. [DOI: 10.1080/09540100120055701] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022] Open
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33
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Björkelund H, Gedda L, Andersson K. Avoiding false negative results in specificity analysis of protein-protein interactions. J Mol Recognit 2010; 24:81-9. [DOI: 10.1002/jmr.1026] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Krishnamoorthy G, Carlen ET, deBoer HL, van den Berg A, Schasfoort RBM. Electrokinetic Lab-on-a-BioChip for Multi-ligand/Multi-analyte Biosensing. Anal Chem 2010; 82:4145-50. [DOI: 10.1021/ac1003163] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ganeshram Krishnamoorthy
- BIOS Lab-on-a-Chip Group, MESA+ Institute for Nanotechnology, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
| | - Edwin T. Carlen
- BIOS Lab-on-a-Chip Group, MESA+ Institute for Nanotechnology, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
| | - Hans L. deBoer
- BIOS Lab-on-a-Chip Group, MESA+ Institute for Nanotechnology, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
| | - Albert van den Berg
- BIOS Lab-on-a-Chip Group, MESA+ Institute for Nanotechnology, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
| | - Richard B. M. Schasfoort
- BIOS Lab-on-a-Chip Group, MESA+ Institute for Nanotechnology, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
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35
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Green TP, Fennell M, Whittaker R, Curwen J, Jacobs V, Allen J, Logie A, Hargreaves J, Hickinson DM, Wilkinson RW, Elvin P, Boyer B, Carragher N, Plé PA, Bermingham A, Holdgate GA, Ward WHJ, Hennequin LF, Davies BR, Costello GF. Preclinical anticancer activity of the potent, oral Src inhibitor AZD0530. Mol Oncol 2009; 3:248-61. [PMID: 19393585 DOI: 10.1016/j.molonc.2009.01.002] [Citation(s) in RCA: 167] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2008] [Revised: 01/19/2009] [Accepted: 01/20/2009] [Indexed: 12/21/2022] Open
Abstract
AZD0530, an orally available Src inhibitor, demonstrated potent antimigratory and anti-invasive effects in vitro, and inhibited metastasis in a murine model of bladder cancer. Antiproliferative activity of AZD0530 in vitro varied between cell lines (IC(50) 0.2 ->10μM). AZD0530 inhibited tumor growth in 4/10 xenograft models tested and dynamically inhibited in vivo phosphorylation of Src substrates paxillin and FAK in both growth-inhibition-resistant and -sensitive xenografts. The activity of AZD0530 in NBT-II bladder cancer cells in vitro was consistent with inhibition of cell migration and stabilization of cell-cell adhesion. These data suggest a dominant anti-invasive pharmacology for AZD0530 that may limit tumor progression in a range of cancers. AZD0530 is currently in Phase II clinical trials.
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Affiliation(s)
- Tim P Green
- Cancer and Infection Research Area, AstraZeneca, Alderley Park, Macclesfield Cheshire, SK10 4TG, UK.
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36
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Efficient cell-free production of olfactory receptors: detergent optimization, structure, and ligand binding analyses. Proc Natl Acad Sci U S A 2008; 105:15726-31. [PMID: 18840687 DOI: 10.1073/pnas.0804766105] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
High-level production of membrane proteins, particularly of G protein-coupled receptors (GPCRs) in heterologous cell systems encounters a number of difficulties from their inherent hydrophobicity in their transmembrane domains, which frequently cause protein aggregation and cytotoxicity and thus reduce the protein yield. Recent advances in cell-free protein synthesis circumvent those problems to produce membrane proteins with a yield sometimes exceeding the cell-based approach. Here, we report cell-free production of a human olfactory receptor 17-4 (hOR17-4) using the wheat germ extract. Using the simple method, we also successful produced two additional olfactory receptors. To obtain soluble olfactory receptors and to increase yield, we directly added different detergents in varying concentrations to the cell-free reaction. To identify a purification buffer system that maintained the receptor in a nonaggregated form, we developed a method that uses small-volume size-exclusion column chromatography combined with rapid and sensitive dot-blot detection. Different buffer components including salt concentration, various detergents and detergent concentration, and reducing agent and its concentrations were evaluated for their ability to maintain the cell-free produced protein stable and nonaggregated. The purified olfactory receptor displays a typical a alpha-helical CD spectrum. Surface plasmon resonance measurements were used to show binding of a known ligand undecanal to hOR17-4. Our approach to produce a high yield of purified olfactory receptor is a milestone toward obtaining a large quantity of olfactory receptors for designing bionic sensors. Furthermore, this simple approach may be broadly useful not only for other classes of GPCRs but also for other membrane proteins.
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A SPR-based immunosensor for the detection of isoproturon. Biosens Bioelectron 2008; 24:1563-8. [PMID: 18799300 DOI: 10.1016/j.bios.2008.08.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2008] [Revised: 07/10/2008] [Accepted: 08/05/2008] [Indexed: 10/21/2022]
Abstract
The proof of principle of a reusable surface plasmon resonance (SPR)-based immunosensor for the monitoring of isoproturon (IPU), a selective and systemic herbicide, is presented. The detecting rat monoclonal anti-isoproturon antibody (mAb IOC 7E1) was reversibly immobilized through the use of a capture mouse anti-rat (kappa-chain) monoclonal antibody (mAb TIB 172), which was covalently immobilized on the sensor chip surface. Such strategy features a controlled binding of the captured detecting antibody as well as facilitates the surface regeneration. The capture of the anti-IPU mAb by the antibody (TIB 172) coated sensor surface could be carried out up to 120 times (immobilization/regeneration cycles) without any evidence of activity loss. With a high test midpoint and a low associated SPR signal, the direct detection format was shown to be unsuitable for the routine analysis of isoproturon. However, the limit of detection (LOD) could be easily enhanced by using a strategy based on a surface competition assay, which improved all immunosensor parameters. Moreover, the sensitivity and working range of the indirect format were found to be dependent on the surface density of the anti-IPU mAb IOC 7E1. As expected for competitive formats, the lowest surface coverage (0.5 ng/mm(2)) allowed a lower detection of the herbicide isoproturon with a calculated LOD of 0.1 microg/l, an IC(50) (50% inhibition) of 5.3+/-0.6 microg/l, and a working range (20-80% inhibition) of 1.3-16.3 microg/l.
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Jason-Moller L, Murphy M, Bruno J. Overview of Biacore systems and their applications. ACTA ACUST UNITED AC 2008; Chapter 19:Unit 19.13. [PMID: 18429302 DOI: 10.1002/0471140864.ps1913s45] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Surface plasmon resonance (SPR) allows for the investigation of the functional nature of binding interactions and provides detailed kinetic information across a wide range of molecular weights, including small molecules, all without the use of labels. Here the various Biacore instrument platforms and their primary uses, ranging from semi-automated systems designed for simple, flexible basic research to fully automated, high-throughput systems, and systems designed to function in regulated environments, are all highlighted. The available sensor chip surfaces and immobilization techniques are also discussed. Biacore SPR biosensors can be used for a wide variety of assays, including specificity, active concentration measurement, kinetics, and affinity and thermodynamic parameters. Biacore SPR biosensors, which measure real-time analysis of biospecific interactions without the use of labeled molecules, can be used for a wide variety of protein interaction assays. In this unit, examples and recommendations for studying protein interactions with a variety of molecules are provided. This unit also shows how the technology can be used to determine binding specificity, active concentration measurements, and the determination of kinetic and thermodynamic parameters.
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Geschwindner S, Olsson LL, Albert JS, Deinum J, Edwards PD, de Beer T, Folmer RHA. Discovery of a novel warhead against beta-secretase through fragment-based lead generation. J Med Chem 2007; 50:5903-11. [PMID: 17985861 DOI: 10.1021/jm070825k] [Citation(s) in RCA: 119] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Fragment-based lead generation was applied to find novel small-molecule inhibitors of beta-secretase (BACE-1), a key target for the treatment of Alzheimer's disease. Fragment hits coming from a 1D NMR screen were characterized by BIAcore, and the most promising compounds were soaked into protein crystals to help the rational design of more potent hit analogues. Problems arising due to our inability to grow BACE-1 crystals at the biologically relevant pH at which the screen was run were overcome by using endothiapepsin as a surrogate aspartyl protease. Among others, we identified 6-substituted isocytosines as a novel warhead against BACE-1, and the accompanying paper in this journal describes how these were optimized to a lead series of nanomolar inhibitors.1.
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Inhibition of high-mobility-group A2 protein binding to DNA by netropsin: a biosensor-surface plasmon resonance assay. Anal Biochem 2007; 374:7-15. [PMID: 18023407 DOI: 10.1016/j.ab.2007.10.023] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2007] [Revised: 10/15/2007] [Accepted: 10/16/2007] [Indexed: 12/28/2022]
Abstract
The design of small synthetic molecules that can be used to affect gene expression is an area of active interest for development of agents in therapeutic and biotechnology applications. Many compounds that target the minor groove in AT sequences in DNA are well characterized and are promising reagents for use as modulators of protein-DNA complexes. The mammalian high-mobility-group transcriptional factor HMGA2 also targets the DNA minor groove and plays critical roles in disease processes from cancer to obesity. Biosensor-surface plasmon resonance methods were used to monitor HMGA2 binding to target sites on immobilized DNA, and a competition assay for inhibition of the HMGA2-DNA complex was designed. HMGA2 binds strongly to the DNA through AT hook domains with KD values of 20-40 nM depending on the DNA sequence. The well-characterized minor groove binder netropsin was used to develop and test the assay. The compound has two binding sites in the protein-DNA interaction sequence, and this provides an advantage for inhibition. An equation for analysis of results when the inhibitor has two binding sites in the biopolymer recognition surface is presented with the results. The assay provides a platform for discovery of HMGA2 inhibitors.
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Ricklin D, Lambris JD. Exploring the complement interaction network using surface plasmon resonance. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2007; 598:260-78. [PMID: 17892218 DOI: 10.1007/978-0-387-71767-8_19] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Daniel Ricklin
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia 19104-6100, USA.
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Uvebrant K, da Graça Thrige D, Rosén A, Akesson M, Berg H, Walse B, Björk P. Discovery of Selective Small-Molecule CD80 Inhibitors. ACTA ACUST UNITED AC 2007; 12:464-72. [PMID: 17435172 DOI: 10.1177/1087057107300464] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Protein-protein interactions are widely found in biological systems controlling diverse cellular events. Because these interactions are implicated in many diseases such as autoimmunity and cancer, regulation of protein-protein interactions provides ideal targets for drug intervention. The CD80-CD28 costimulatory pathway plays a critical role in regulation of the immune response and thus constitutes an attractive target for therapeutic manipulation of autoimmune diseases. The objective of this study is to identify small compounds disrupting these pivotal protein-protein interactions. Compounds that specifically blocked binding of CD80 to CD28 were identified using a strategy involving a cell-based scintillation proximity assay as the initial step. Secondary screening (e.g., by analyzing the direct binding of these compounds to the target immobilized on a biosensor surface) revealed that these compounds are highly selective CD80 binders. Screening of structurally related derivatives led to the identification of the chemical features required for inhibition of the CD80-CD28 interaction. In addition, the optimization process led to a 10-fold increase in binding affinity of the CD80 inhibitors. Using this approach, the authors identify low-molecular-weight compounds that specifically and with high potency inhibit the interaction between CD80 and CD28. These compounds serve as promising starting points for further development of CD80 inhibitors as potential immunomodulatory drugs. ( Journal of Biomolecular Screening 2007:464-472)
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Cliquet P, Goddeeris BM, Bonroy K, Cox E. Penicillin-specific antibodies: Monoclonals versus polyclonals in ELISA and in an optical biosensor. FOOD AGR IMMUNOL 2007. [DOI: 10.1080/09540100500139239] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Marquis J, Paillard L, Audic Y, Cosson B, Danos O, Le Bec C, Osborne H. CUG-BP1/CELF1 requires UGU-rich sequences for high-affinity binding. Biochem J 2006; 400:291-301. [PMID: 16938098 PMCID: PMC1652823 DOI: 10.1042/bj20060490] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
CUG-BP1 [CUG-binding protein 1 also called CELF (CUG-BP1 and ETR3 like factors) 1] is a human RNA-binding protein that has been implicated in the control of splicing and mRNA translation. The Xenopus homologue [EDEN-BP (embryo deadenylation element-binding protein)] is required for rapid deadenylation of certain maternal mRNAs just after fertilization. A variety of sequence elements have been described as target sites for these two proteins but their binding specificity is still controversial. Using a SELEX (systematic evolution of ligand by exponential enrichment) procedure and recombinant CUG-BP1 we selected two families of aptamers. Surface plasmon resonance and electrophoretic mobility-shift assays showed that these two families differed in their ability to bind CUG-BP1. Furthermore, the selected high-affinity aptamers form two complexes with CUG-BP1 in electrophoretic mobility assays whereas those that bind with low affinity only form one complex. The validity of the distinction between the two families of aptamers was confirmed by a functional in vivo deadenylation assay. Only those aptamers that bound CUG-BP1 with high affinity conferred deadenylation on a reporter mRNA. These high-affinity RNAs are characterized by a richness in UGU motifs. Using these binding site characteristics we identified the Xenopus maternal mRNA encoding the MAPK (mitogen-activated protein kinase) phosphatase (XCl100alpha) as a substrate for EDEN-BP. In conclusion, high-affinity CUG-BP1 binding sites are sequence elements at least 30 nucleotides in length that are enriched in combinations of U and G nucleotides and contain at least 4 UGU trinucleotide motifs. Such sequence elements are functionally competent to target an RNA for deadenylation in vivo.
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Affiliation(s)
- Julien Marquis
- *Généthon, CNRS UMR 8115, 1 bis rue de l'Internationale 91002 Evry cedex 2, France
| | - Luc Paillard
- †CNRS UMR 6061, Génétique et Développement, IFR 140 GFAS, Université de Rennes 1, Faculté de Médecine, 2 Avenue Léon Bernard, CS 34317, 35043 Rennes Cedex, France
| | - Yann Audic
- †CNRS UMR 6061, Génétique et Développement, IFR 140 GFAS, Université de Rennes 1, Faculté de Médecine, 2 Avenue Léon Bernard, CS 34317, 35043 Rennes Cedex, France
| | - Bertrand Cosson
- †CNRS UMR 6061, Génétique et Développement, IFR 140 GFAS, Université de Rennes 1, Faculté de Médecine, 2 Avenue Léon Bernard, CS 34317, 35043 Rennes Cedex, France
| | - Olivier Danos
- *Généthon, CNRS UMR 8115, 1 bis rue de l'Internationale 91002 Evry cedex 2, France
| | - Christine Le Bec
- *Généthon, CNRS UMR 8115, 1 bis rue de l'Internationale 91002 Evry cedex 2, France
| | - H. Beverley Osborne
- †CNRS UMR 6061, Génétique et Développement, IFR 140 GFAS, Université de Rennes 1, Faculté de Médecine, 2 Avenue Léon Bernard, CS 34317, 35043 Rennes Cedex, France
- To whom correspondence should be addressed (email )
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Cooper MA. Optical biosensors: where next and how soon? Drug Discov Today 2006; 11:1061-7. [PMID: 17129824 DOI: 10.1016/j.drudis.2006.10.003] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2006] [Revised: 08/17/2006] [Accepted: 10/04/2006] [Indexed: 11/19/2022]
Abstract
From a direct comparison of the technical benefits of labelled reporter assays with the benefits of label-free assays, label-free appears to have significant advantages. Faster assay development times; accurate, high information content data; and less interference from labels. However, optical label-free platforms have not yet made a major impact in the drug discovery technology markets; are often viewed as having poor throughput, limited application; and are difficult to learn and use effectively.
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Affiliation(s)
- Matthew A Cooper
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK.
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Lindholm J, Forssén P, Fornstedt T. Validation of the accuracy of the perturbation peak method for determination of multicomponent adsorption isotherm parameters in LC. Anal Chem 2006; 76:5472-8. [PMID: 15362909 DOI: 10.1021/ac049632k] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The isotherm parameters were for the first time determined for a quaternary mixture. This was done by the perturbation peak (PP) method using racemic mixtures of methyl and ethyl mandelate enantiomers. One complication with the PP method is that the traditional blank injection technique makes all perturbation peaks, except one, vanish at moderately nonlinear concentration plateaus. Therefore, we devised a new injection technique that made all four peaks on a quaternary component concentration plateau detectable, thereby making the determination of multicomponent competitive isotherm parameters possible. The measured quaternary perturbation data fitted well to the bi-Langmuir isotherm model and excellent agreement was found between experimental and simulated single-component and multicomponent profiles, thus validating the method and the determined isotherm parameters. The method (i) is valuable for computer-assisted optimization of preparative chiral chromatography and (ii) opens the possibility of quantifying competitive drug-target interactions for chiral drugs directly on racemic mixtures, which today is impossible with any nonlabeled technique including surface plasmon resonance technology.
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Affiliation(s)
- Johan Lindholm
- Department for Surface Biotechnology, Uppsala University, BMC, Box 577, S-751 23, Uppsala, Sweden
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Karlsson R, Katsamba PS, Nordin H, Pol E, Myszka DG. Analyzing a kinetic titration series using affinity biosensors. Anal Biochem 2006; 349:136-47. [PMID: 16337141 DOI: 10.1016/j.ab.2005.09.034] [Citation(s) in RCA: 298] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2005] [Revised: 09/22/2005] [Accepted: 09/22/2005] [Indexed: 11/20/2022]
Abstract
The classical method of measuring binding constants with affinity-based biosensors involves testing several analyte concentrations over the same ligand surface and regenerating the surface between binding cycles. Here we describe an alternative approach to collecting kinetic binding data, which we call "kinetic titration." This method involves sequentially injecting an analyte concentration series without any regeneration steps. Through a combination of simulation and experimentation, we show that this method can be as robust as the classical method of analysis. In addition, kinetic titrations can be more efficient than the conventional data collection method and allow us to fully characterize analyte binding to ligand surfaces that are difficult to regenerate.
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Gao J, Wang X, Chang Y, Zhang J, Song Q, Yu H, Li X. Acetazolamide inhibits osmotic water permeability by interaction with aquaporin-1. Anal Biochem 2006; 350:165-70. [PMID: 16480680 DOI: 10.1016/j.ab.2006.01.003] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2005] [Revised: 12/20/2005] [Accepted: 01/04/2006] [Indexed: 10/25/2022]
Abstract
Water channel proteins, known as aquaporins, are transmembrane proteins that mediate osmotic water permeability. In a previous study, we found that acetazolamide could inhibit osmotic water transportation across Xenopus oocytes by blocking the function of aquaporin-1 (AQP1). The purpose of the current study was to confirm the effect of acetazolamide on water osmotic permeability using the human embryonic kidney 293 (HEK293) cells transfected with pEGFP/AQP1 and to investigate the interaction between acetazolamide and AQP1. The fluorescence intensity of HEK293 cells transfected with pEGFP/AQP1, which corresponds to the cell volume when the cells swell in a hyposmotic solution, was recorded under confocal laser fluorescence microscopy. The osmotic water permeability was assessed by the change in the ratio of cell fluorescence to certain cell area. Acetazolamide, at concentrations of 1 and 10muM, inhibited the osmotic water permeability in HEK293 cells transfected with pEGFP/AQP1. The direct binding between acetazolamide and AQP1 was detected by surface plasmon resonance. AQP1 was prepared from rat red blood cells and immobilized on a CM5 chip. The binding assay showed that acetazolamide could directly interact with AQP1. This study demonstrated that acetazolamide inhibited osmotic water permeability through interaction with AQP1.
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Affiliation(s)
- Junwei Gao
- Department of Pharmacology and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing 100083, China
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Plants with antitumor properties: from biologically active molecules to drugs. ACTA ACUST UNITED AC 2006. [DOI: 10.1016/s1572-557x(05)02004-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
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50
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Basso LA, da Silva LHP, Fett-Neto AG, de Azevedo WF, Moreira IDS, Palma MS, Calixto JB, Astolfi Filho S, dos Santos RR, Soares MBP, Santos DS. The use of biodiversity as source of new chemical entities against defined molecular targets for treatment of malaria, tuberculosis, and T-cell mediated diseases: a review. Mem Inst Oswaldo Cruz 2005; 100:475-506. [PMID: 16302058 DOI: 10.1590/s0074-02762005000600001] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The modern approach to the development of new chemical entities against complex diseases, especially the neglected endemic diseases such as tuberculosis and malaria, is based on the use of defined molecular targets. Among the advantages, this approach allows (i) the search and identification of lead compounds with defined molecular mechanisms against a defined target (e.g. enzymes from defined pathways), (ii) the analysis of a great number of compounds with a favorable cost/benefit ratio, (iii) the development even in the initial stages of compounds with selective toxicity (the fundamental principle of chemotherapy), (iv) the evaluation of plant extracts as well as of pure substances. The current use of such technology, unfortunately, is concentrated in developed countries, especially in the big pharma. This fact contributes in a significant way to hamper the development of innovative new compounds to treat neglected diseases. The large biodiversity within the territory of Brazil puts the country in a strategic position to develop the rational and sustained exploration of new metabolites of therapeutic value. The extension of the country covers a wide range of climates, soil types, and altitudes, providing a unique set of selective pressures for the adaptation of plant life in these scenarios. Chemical diversity is also driven by these forces, in an attempt to best fit the plant communities to the particular abiotic stresses, fauna, and microbes that co-exist with them. Certain areas of vegetation (Amazonian Forest, Atlantic Forest, Araucaria Forest, Cerrado-Brazilian Savanna, and Caatinga) are rich in species and types of environments to be used to search for natural compounds active against tuberculosis, malaria, and chronic-degenerative diseases. The present review describes some strategies to search for natural compounds, whose choice can be based on ethnobotanical and chemotaxonomical studies, and screen for their ability to bind to immobilized drug targets and to inhibit their activities. Molecular cloning, gene knockout, protein expression and purification, N-terminal sequencing, and mass spectrometry are the methods of choice to provide homogeneous drug targets for immobilization by optimized chemical reactions. Plant extract preparations, fractionation of promising plant extracts, propagation protocols and definition of in planta studies to maximize product yield of plant species producing active compounds have to be performed to provide a continuing supply of bioactive materials. Chemical characterization of natural compounds, determination of mode of action by kinetics and other spectroscopic methods (MS, X-ray, NMR), as well as in vitro and in vivo biological assays, chemical derivatization, and structure-activity relationships have to be carried out to provide a thorough knowledge on which to base the search for natural compounds or their derivatives with biological activity.
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Affiliation(s)
- Luiz Augusto Basso
- Faculdade de Biociências, Pontifícia Universidade Católica do Rio Grande do Sul, Porto Alegre, RS, 90619-900, Brasil.
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