1
|
Marholz LJ, Federspiel JD, Suh H, Fernandez Ocana M. Highly Multiplexed Kinase Profiling in Spleen with Targeted Mass Spectrometry Reveals Kinome Plasticity across Species. J Proteome Res 2021; 20:4272-4283. [PMID: 34319750 DOI: 10.1021/acs.jproteome.1c00199] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Early attrition of drug candidates, including kinase inhibitors, often occurs due to issues that arise during preclinical safety and efficacy evaluation. This problem may be exacerbated by the fact that these studies might fail to consider the basic physiological differences that could exist between human patients and animal models. We report the development of a targeted mass spectrometry-based assay capable of monitoring >50 different kinases using peptides conserved in humans and the key preclinical species used in drug development (mouse, rat, dog, and cynomolgus monkey). These methods were then used to profile interspecies kinome variability in spleen with three of the current techniques used in targeted proteomics (MRM, PRM, and IS-PRM). IS-PRM provides the highest number of kinase identifications, and the results indicate that while this initial set of kinases exhibits high correlation between species for this tissue type, distinct species-specific differences do exist, especially within the cyclin-dependent kinase family. An initial screen in two species with the kinase inhibitor dasatinib in competition with the chemoproteomic kinase-binding probe XO44 demonstrated how the targeted methods can be further applied to study species-specific inhibitor occupancy profiles. Understanding such differences could help rationalize the findings of preclinical studies and have major implications for the selection of these animals as models in kinase drug development.
Collapse
Affiliation(s)
- Laura J Marholz
- Department of Drug Safety Research and Development, Pfizer Inc., Andover, Massachusetts 01810, United States
| | - Joel D Federspiel
- Department of Drug Safety Research and Development, Pfizer Inc., Andover, Massachusetts 01810, United States
| | - Hyunsuk Suh
- Department of Drug Safety Research and Development, Pfizer Inc., Andover, Massachusetts 01810, United States
| | - Mireia Fernandez Ocana
- Department of Drug Safety Research and Development, Pfizer Inc., Andover, Massachusetts 01810, United States
| |
Collapse
|
2
|
High Precision RPPA: Concept, Features, and Application Performance of the Integrated Zeptosens Platform. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1188:31-59. [PMID: 31820382 DOI: 10.1007/978-981-32-9755-5_3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
An integrated reverse phase protein array (RPPA) platform shall allow the precise monitoring of expression level and changes of proteins and their functional states in a highly parallel manner even when samples exhibit a complex matrix like in tumor tissues and are available only in very limited amounts. Ideally the full workflow from sample preparation to data visualization shall be covered.This book chapter describes the key elements of the integrated Zeptosens RPPA platform. It addresses critical platform and process design requirements, considerations, and elements as well as critical process steps and quality aspects. Sophisticated instrumentation, high sensitivity readout, and dedicated chip and assay handling equipment act in concert with streamlined protocols, optimal reagents, and dedicated lab equipment in the hands of trained users to achieve an outstanding overall performance of the realized system. Based on results from comprehensive signaling protein and pathway profiling studies targeted for preclinical drug efficacy testing and development, it gives an overview of application performance by means of coefficients of variation (CVs) that can be achieved for assay signals from technical and biological sample replicates with this state-of-the-art integrated RPPA platform and process.The Zeptosens RPPA platform has proven to provide valuable biological information with a high level of confidence and has shown its validity in generating sound mechanistic as well as prognostic and predictive information when analyzing cell and tissue materials on the functional protein level.
Collapse
|
3
|
Taitt CR, Anderson GP, Ligler FS. Evanescent wave fluorescence biosensors: Advances of the last decade. Biosens Bioelectron 2016; 76:103-12. [PMID: 26232145 PMCID: PMC5012222 DOI: 10.1016/j.bios.2015.07.040] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Revised: 07/15/2015] [Accepted: 07/18/2015] [Indexed: 12/12/2022]
Abstract
Biosensor development has been a highly dynamic field of research and has progressed rapidly over the past two decades. The advances have accompanied the breakthroughs in molecular biology, nanomaterial sciences, and most importantly computers and electronics. The subfield of evanescent wave fluorescence biosensors has also matured dramatically during this time. Fundamentally, this review builds on our earlier 2005 review. While a brief mention of seminal early work will be included, this current review will focus on new technological developments as well as technology commercialized in just the last decade. Evanescent wave biosensors have found a wide array applications ranging from clinical diagnostics to biodefense to food testing; advances in those applications and more are described herein.
Collapse
Affiliation(s)
- Chris Rowe Taitt
- Center for Bio/Molecular Science and Engineering, US Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375-5348, USA
| | - George P Anderson
- Center for Bio/Molecular Science and Engineering, US Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375-5348, USA
| | - Frances S Ligler
- UNC-Chapel Hill and NC State University Department of Biomedical Engineering, 911 Oval Drive, Raleigh, NC 27695-7115, USA.
| |
Collapse
|
4
|
Huang W, Collette W, Twamley M, Aguirre SA, Sacaan A. Application of electroretinography (ERG) in early drug development for assessing retinal toxicity in rats. Toxicol Appl Pharmacol 2015; 289:525-33. [PMID: 26482841 DOI: 10.1016/j.taap.2015.10.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Revised: 10/13/2015] [Accepted: 10/14/2015] [Indexed: 02/01/2023]
Abstract
Retinal ocular toxicity is among the leading causes of drug development attrition in the pharmaceutical industry. Electroretinography (ERG) is a non-invasive functional assay used to assess neuro-retinal physiological integrity by measuring the electrical responses. To directly assess the utility of ERG, a series of studies was conducted following intravitreal and/or iv administration of pan-cyclin-dependent kinase inhibitors: AG-012,986 and AG-024,322 in rats. Both compounds have previously shown to induce retinal toxicity. Retinal injury was evaluated by ERG, histopathology and TUNEL staining. Intravitreal injection of AG-012,986 at ≥ 10 μg/eye resulted in decreases (60%) in ERG b-wave and microscopic changes of mild to moderate retinal degeneration, and at 30 μg/eye led to additional ophthalmic findings. Intravenous administration of AG-012,986 daily at ≥ 5 mg/kg resulted in dose-related decreases (25 to 40%) in b-wave and sporadic to intense positive TUNEL staining. Intravitreal injection of AG-024,322 at 30 μg/eye also resulted in decreases (50 to 60%) in b-wave, mild to marked retinal degeneration and mild vitreous debris. These experiments demonstrate that ERG can be used as a sensitive and reliable functional tool to evaluate retinal toxicity induced by test compounds in rats complementing other classical ocular safety measurements.
Collapse
Affiliation(s)
- Wenhu Huang
- Drug Safety Research and Development, Pfizer Global Research and Development, San Diego, CA 92121, USA.
| | - Walter Collette
- Drug Safety Research and Development, Pfizer Global Research and Development, San Diego, CA 92121, USA
| | - Michelle Twamley
- Drug Safety Research and Development, Pfizer Global Research and Development, San Diego, CA 92121, USA
| | - Shirley A Aguirre
- Drug Safety Research and Development, Pfizer Global Research and Development, San Diego, CA 92121, USA
| | - Aida Sacaan
- Drug Safety Research and Development, Pfizer Global Research and Development, San Diego, CA 92121, USA
| |
Collapse
|
5
|
Bader S, Zajac M, Friess T, Ruge E, Rieder N, Gierke B, Heubach Y, Thomas M, Pawlak M. Evaluation of Protein Profiles From Treated Xenograft Tumor Models Identifies an Antibody Panel for Formalin-fixed and Paraffin-embedded (FFPE) Tissue Analysis by Reverse Phase Protein Arrays (RPPA). Mol Cell Proteomics 2015; 14:2775-85. [PMID: 26106084 DOI: 10.1074/mcp.o114.045542] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Indexed: 12/31/2022] Open
Abstract
Reverse phase protein arrays (RPPA) are an established tool for measuring the expression and activation status of multiple proteins in parallel using only very small amounts of tissue. Several studies have demonstrated the value of this technique for signaling pathway analysis using proteins extracted from fresh frozen (FF) tissue in line with validated antibodies for this tissue type; however, formalin fixation and paraffin embedding (FFPE) is the standard method for tissue preservation in the clinical setting. Hence, we performed RPPA to measure profiles for a set of 300 protein markers using matched FF and FFPE tissue specimens to identify which markers performed similarly using the RPPA technique in fixed and unfixed tissues. Protein lysates were prepared from matched FF and FFPE tissue specimens of individual tumors taken from three different xenograft models of human cancer. Materials from both untreated mice and mice treated with either anti-HER3 or bispecific anti-IGF-1R/EGFR monoclonal antibodies were analyzed. Correlations between signals from FF and FFPE tissue samples were investigated. Overall, 60 markers were identified that produced comparable profiles between FF and FFPE tissues, demonstrating significant correlation between the two sample types. The top 25 markers also showed significance after correction for multiple testing. The panel of markers covered several clinically relevant tumor signaling pathways and both phosphorylated and nonphosphorylated proteins were represented. Biologically relevant changes in marker expression were noted when RPPA profiles from treated and untreated xenografts were compared. These data demonstrate that, using appropriately selected antibodies, RPPA analysis from FFPE tissue is well feasible and generates biologically meaningful information. The identified panel of markers that generate similar profiles in matched fixed and unfixed tissue samples may be clinically useful for pharmacodynamic studies of drug effect using FFPE tissues.
Collapse
Affiliation(s)
- Sabine Bader
- From the ‡Pharma Research & Early Development, Roche Innovation Center Penzberg, Nonnenwald 2, 82377, Penzberg, Germany
| | - Magdalena Zajac
- §Pharma Research & Early Development, Roche Innovation Centre Welwyn, 6 Falcon Way, Shire Park, Welwyn Garden City, Herts, AL7 1TW, United Kingdom
| | - Thomas Friess
- From the ‡Pharma Research & Early Development, Roche Innovation Center Penzberg, Nonnenwald 2, 82377, Penzberg, Germany
| | - Elisabeth Ruge
- From the ‡Pharma Research & Early Development, Roche Innovation Center Penzberg, Nonnenwald 2, 82377, Penzberg, Germany
| | - Natascha Rieder
- From the ‡Pharma Research & Early Development, Roche Innovation Center Penzberg, Nonnenwald 2, 82377, Penzberg, Germany
| | - Berthold Gierke
- ¶Department Biochemistry & Protein Profiling, NMI Natural and Medical Sciences Institute at the University of Tuebingen, Markwiesenstrasse 55, 72770, Reutlingen, Germany
| | - Yvonne Heubach
- ¶Department Biochemistry & Protein Profiling, NMI Natural and Medical Sciences Institute at the University of Tuebingen, Markwiesenstrasse 55, 72770, Reutlingen, Germany
| | - Marlene Thomas
- ‖Roche Pharma AG, Emil-Barell-Str. 1, 79639, Grenzach-Wyhlen, Germany
| | - Michael Pawlak
- ¶Department Biochemistry & Protein Profiling, NMI Natural and Medical Sciences Institute at the University of Tuebingen, Markwiesenstrasse 55, 72770, Reutlingen, Germany;
| |
Collapse
|
6
|
Microtubule-associated protein tau in bovine retinal photoreceptor rod outer segments: comparison with brain tau. Biochim Biophys Acta Mol Basis Dis 2013; 1832:1549-59. [PMID: 23712071 DOI: 10.1016/j.bbadis.2013.05.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 05/09/2013] [Accepted: 05/17/2013] [Indexed: 01/09/2023]
Abstract
Recent studies have suggested a possible involvement of abnormal tau in some retinal degenerative diseases. The common view in these studies is that these retinal diseases share the mechanism of tau-mediated degenerative diseases in brain and that information about these brain diseases may be directly applied to explain these retinal diseases. Here we collectively examine this view by revealing three basic characteristics of tau in the rod outer segment (ROS) of bovine retinal photoreceptors, i.e., its isoforms, its phosphorylation mode and its interaction with microtubules, and by comparing them with those of brain tau. We find that ROS contains at least four isoforms: three are identical to those in brain and one is unique in ROS. All ROS isoforms, like brain isoforms, are modified with multiple phosphate molecules; however, ROS isoforms show their own specific phosphorylation pattern, and these phosphorylation patterns appear not to be identical to those of brain tau. Interestingly, some ROS isoforms, under the normal conditions, are phosphorylated at the sites identical to those in Alzheimer's patient isoforms. Surprisingly, a large portion of ROS isoforms tightly associates with a membranous component(s) other than microtubules, and this association is independent of their phosphorylation states. These observations strongly suggest that tau plays various roles in ROS and that some of these functions may not be comparable to those of brain tau. We believe that knowledge about tau in the entire retinal network and/or its individual cells are also essential for elucidation of tau-mediated retinal diseases, if any.
Collapse
|
7
|
Orzáez M, Gortat A, Mondragón L, Bachs O, Pérez-Payá E. ATP-noncompetitive inhibitors of CDK-cyclin complexes. ChemMedChem 2009; 4:19-24. [PMID: 19039815 DOI: 10.1002/cmdc.200800185] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Progression through the cell division cycle is controlled by a family of cyclin-dependent kinases (CDKs), the activity of which depends on their binding to regulatory partners (cyclins A-H). Deregulation of the activity of CDKs has been associated with the development of infectious, neurodegenerative, and proliferative diseases such as Alzheimer's, Parkinson's, or cancer. Most cancer cells contain mutations in the pathways that control the activity of CDKs. This observation led this kinase family to become a central target for the development of new drugs for cancer therapy. A range of structurally diverse molecules has been shown to inhibit the activity of CDKs through their activity as ATP antagonists. Nevertheless, the ATP binding sites on CDKs are highly conserved, limiting the kinase specificity of these inhibitors. Various genetic and crystallographic approaches have provided essential information about the mechanism of formation and activation of CDK-cyclin complexes, providing new ways to implement novel research strategies toward the discovery of new, more effective and selective drugs. Herein we review the progress made in the development of ATP-noncompetitive CDK-cyclin inhibitors.
Collapse
Affiliation(s)
- Mar Orzáez
- Department of Medicinal Chemistry, Centro de Investigación Príncipe Felipe, Avda. Autopista del Saler 16, 46012, Valencia, Spain.
| | | | | | | | | |
Collapse
|
8
|
Germann PG, Doelemeyer A, Kohler M, Mecklenburg L, Noguchi C, Nolte T, Persohn E, Seeliger F, Wendt M, Wöhrmann T. Current Status of Automation in the Process of Visualisation and Analysis: What is important for Toxicologic Pathology? J Toxicol Pathol 2008. [DOI: 10.1293/tox.21.207] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Affiliation(s)
| | | | | | | | - Chihiro Noguchi
- Drug Safety and Pharmacokinetics Laboratories, Taisho Pharmaceutical Company Ltd
| | | | | | | | | | | |
Collapse
|