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Potent Pathways
Structure-Guided Drug Discovery with Protein Kinases
Potent Pathways
Structure-Guided Drug Discovery with Protein Kinases
Speakers: Susan Taylor (University of California, San Diego), Vincent Stoll (Abbott Laboratories), Harren Jhoti (Astex Therapeutics), and Stephen Burley (SGX Pharmaceuticals)Presented by the Biochemical Pharmacology Discussion Group and the American Chemical Society's New York SectionReported by Megan Stephan | Posted August 12, 2009 Overview
Protein kinases are the workhorses of cellular regulation, playing a key role in almost every major pathway in eukaryotic cells, including those that control cell division, cell death, cell growth, and programs of differentiation. These proteins play key regulatory roles in plants and bacteria, including many pathogenic microorganisms. Mutations or overexpression of these proteins is implicated in a wide range of diseases, from cancer to diabetes to neurodegenerative diseases.
An April 28, 2009, meeting of the Academy's Chemical Biology Discussion Group featured four researchers who study kinase structure and function and are working to develop these findings into effective therapeutics. Topics discussed included newly identified, potentially druggable targets in protein kinase A; challenges to kinase-directed drug development, including problems related to toxicity, selectivity, efficacy, and patentability; and advances in the relatively new field of fragment-based drug design, in which small chemical fragments are identified by screening as starting points to build larger, drug-like compounds with favorable physicochemical and clinical properties.
Use the tabs above to find a meeting report and multimedia from this event.
Introduction
Protein kinases are the workhorses of cellular regulation, playing a key role in almost every major pathway in eukaryotic cells, including those that control cell division, cell death, cell growth, and programs of differentiation. These proteins play key regulatory roles in plants and bacteria, including many pathogenic microorganisms. Mutations or overexpression of these proteins is implicated in a wide range of diseases, from cancer to diabetes to neurodegenerative diseases. Small wonder then that they are objects of intense interest to drug developers.
Protein kinases also form one of the largest protein families, and hundreds of examples have been identified, cloned, sequenced, and subjected to X-ray crystallography and other methods of structure determination. Much is known about the core elements of the catalytic subunits of these multidomain proteins, which phosphorylate protein targets using ATP as a phosphate donor. Researchers have identified key active site residues, as well as sites of allosteric regulation. In the process, much of the low hanging fruit has been picked in the quest to discover protein kinase inhibiting drugs that are selective, potent, and possess low toxicity.
On April 28, 2009, four investigators involved in this work presented their latest findings on kinase structure and function and on current methods of kinase inhibitor drug development in a symposium organized by Stephen Burley of Eli Lilly and Co. and George Zavoico of Westport Capital Markets, LLC.
Susan Taylor of the University of California, San Diego, described her group's extensive work on cAMP-dependent protein kinase A (PKA), a prototypical protein kinase from whose study much of our knowledge about protein kinases is derived. She and her group have been studying the macromolecular structure of the PKA holoenzyme and characterizing its interactions with regulatory and targeting proteins. These studies have revealed a number of potential new targets for kinase inhibitor drug development that may allow the design of more selective drugs, or drugs for kinases that have thus far been targeted unsuccessfully.
Vincent Stoll of Abbott Laboratories provided a wealth of insights into protein kinase drug development, tackling topics such as toxicity, selectivity, efficacy, and patentability. Although over 100 kinase inhibitors are currently in development, and many more have been studied, only nine candidates have thus far reached the market as drugs. His analysis of the pitfalls and promises of kinase inhibitor drug development shed considerable light on some of the reasons why kinase-targeted drug discovery has not been more productive, despite considerable effort by researchers around the world.
Harren Jhoti of Astex Therapeutics and Stephen Burley of SGX Pharmaceuticals, now a division of Eli Lilly, described research programs in their companies intended to develop kinase inhibitors using a relatively new method known as fragment-based drug design. This method, which relies heavily on structural information, uses small chemical fragments identified by screening as starting points to build larger, drug-like compounds with favorable physicochemical and clinical properties. The method seeks to avoid some of the downfalls of high-throughput screening-based methods, which tend to result in drug candidates that are too large and too hydrophobic to be successful as marketable therapeutics. Both research programs have developed promising kinase-based drug candidates that are in early clinical development, primarily for cancer applications.
Protein kinase inhibitors such as the blockbuster Gleevec are among the first successes of the era of targeted drug development, in which drugs are developed based on a detailed understanding of the underlying molecular processes of disease. Although additional progress in producing such drugs has been slow in coming, these researchers make it clear that kinase-targeted drugs still have significant potential to treat intractable clinical syndromes.
Protein Kinases: Dynamic Targets for Drug Design
Speaker:
Susan Taylor, University of California, San Diego
Highlights
- Protein kinases are multimeric proteins whose macromolecular structures are not as well understood as their core catalytic domains.
- Interactions of regulatory subunits with the catalytic domains involve large conformational changes and offer multiple potential sites for drug inhibition.
- The outer surfaces of protein kinases are highly diverse and offer further opportunities for selective drugs that interfere with regulatory and/or targeting protein interactions.
PKA: the basics
Susan Taylor and her group at UC San Diego are studying the prototypical protein kinase: cAMP-dependent protein kinase A, also known as PKA. PKA has been the subject of intense study, much of which has been crucial to our understanding of how protein kinases catalyze phosphorylation of proteins. PKA is a multimeric protein consisting of two catalytic subunits and two regulatory subunits. Taylor and her group have progressed beyond studying the structure and function of the catalytic subunit alone to studying the macromolecular complex as a whole. By elucidating the structure and function of the regulatory subunits, as well as other proteins that interact with PKA, they are gaining important insights into potential new avenues for kinase-targeted drug design.
It might be possible to inhibit kinase activity by preventing the regulatory subunit from activating the kinase.
The regulatory subunits of PKA activate the enzyme by binding the intracellular messenger cAMP, which is produced by adenylate cyclase in response to the activation of a variety of cell signaling pathways. Once PKA is activated, the catalytic subunits phosphorylate a wide range of target proteins that play key roles in physiological processes within the cell. Other targets of PKA are involved in regulating gene transcription. In addition to being activated, PKA must be localized to the appropriate area of the cell, requiring interaction with targeting proteins.
These parameters suggest a number of avenues for inhibiting kinase activity. Most current kinase drugs and drug candidates inhibit kinase activity by binding to the active site for protein phosphorylation, located on the catalytic subunit. However, it might also be possible to design drugs that inhibit kinase activity by preventing the regulatory subunit from activating the kinase, or by preventing the kinase from reaching its intended cellular location and thus its target. Although the active sites of the kinases are very similar, their outer surfaces are quite different, reflecting each kinase's need to interact with different regulatory and localization proteins. Pursuing these alternative avenues may make it possible to design agents that are targeted more specifically to certain kinases or kinase families.
Scaffolds and spines
Taylor and her group are pursuing the structural and functional information that will be needed to explore these alternative avenues. By crystallizing the holoenzyme, composed of all four subunits, with and without cAMP, they have uncovered many of the molecular details of how the regulatory subunit binds to and inhibits the catalytic subunit, and how cAMP relieves this inhibition. They have found that the regulatory subunit undergoes very large conformational changes when cAMP is bound, resulting in two very different structural states for the activated and unactivated enzyme. Taylor and her group have elucidated many of the structural details of this transition, revealing multiple opportunities to design drugs that might interfere with this process and prevent kinase activation.
They are also pursuing a better understanding of how PKA acts as a scaffold for binding by other molecules—the kinase can tether protein substrates and bind inhibitors and targeting molecules.
PKA is localized to specific sites in the cell by targeting proteins known as A Kinase Anchoring Proteins, or AKAPs. These proteins localize PKA to different membranes within the cell that contain membrane proteins that need to be regulated—for example, the beta adrenergic receptor or the voltage regulated calcium channel CaV1.2. They have found that AKAPs bind to a dimerization domain located in the N-terminal region of the regulatory subunit.
In addition, they have uncovered details of the complementary kinase binding domain located on the AKAPs. Detailed knowledge of this protein–protein interaction may make it possible to design peptides that disrupt it, preventing proper localization of the kinase and thus disrupting the signaling pathway. Taylor noted that AKAPs act as scaffolds for multiple regulatory proteins, forming a macromolecular assembly that itself represents an intriguing target for drug discovery.
The catalytic and regulatory spines are anchored to the F helix, which serves as a scaffold for organizing the kinase core. In the catalytic spine, the addition of ATP makes catalysis possible.
Taylor also described some recent work by Alexander Kornev of her group, who is comparing all of the available protein kinase structures to find out what can be learned from their similarities and differences. By comparing the spatial relationships of amino acid residues in the structures, they have identified a number of conserved, nonlinear hydrophobic motifs, some of which are found only in kinases that are in the active conformation. One such motif, which they call the regulatory spine, is an arrangement of four amino acid residues that are always aligned in active kinases and disrupted in inactive kinases. The formation of this spine is an essential feature of kinase activation.
Another nonlinear motif, called the catalytic spine, is completed when the adenine of ATP is added to the spine just prior to catalysis. The two spines work together to position the catalytic residues located in the active site into an induced fit conformation with ATP that is ready to carry out protein phosphorylation. The presence of these spines explains a number of structural observations in the literature, including the role of the critical gatekeeper residue. Mutations of this residue produce the constitutively active kinases that are characteristic of some cancers.
Structures of N and C termini
Most currently available kinase structures include just the core of the catalytic domain, but do not include the N and C termini, which tend to be more mobile and thus difficult to capture in a crystal. Taylor and her group have examined these termini in some kinases and found conserved features that are specific to certain kinase families, offering another potential site for selective drug interaction. They have elucidated the structures of these regions and identified proteins that they interact with, which can include the activating kinases that are important for catalytic activity in some families.
Taylor emphasized that a structure that includes only the catalytic core is likely to be missing important information that is needed to fully understand kinase activity and regulation. "Our horizons have expanded in the last couple of years in our understanding of how a protein kinase functions," Taylor said. "Kinases do not function in isolation." Continuing exploration of protein–protein interactions is likely to continue to identify valuable new targets for drug discovery in this important protein family.
Structure-based Drug Design on Kinase Targets: Key Lessons Learned
Speaker:
Vincent Stoll, Abbott Laboratories
Highlights
- Drug researchers working on protein kinases frequently encounter problems related to issues of toxicity, efficacy, selectivity, and patentability.
- Selectivity for a specific kinase or group of kinases is particularly important, but desired selectivity may be difficult to discern and achieved selectivity may be difficult to measure.
- The wealth of available structural data on protein kinases can greatly assist drug development but must be used cautiously due to the high degree of flexibility in these structures.
Kinases and toxicity
Vincent Stoll of Abbott Laboratories followed Taylor's highly theoretical discussion of future kinase targets with a very practical discussion of protein kinases as drug targets in the here and now. Kinases are highly popular as drug targets, second only to the G protein-coupled receptors. There are over 100 kinase inhibiting compounds currently in phase 1 through phase 3 clinical trials. There are nine approved therapies, only one of which, Gleevec (imatinib) has achieved blockbuster status. Gleevec, which is approved for the treatment of chronic myeloid leukemia, had sales of over $3 billion in 2007. Although the emphasis has largely been on oncology, kinase inhibitors are under consideration in a number of other clinical areas, including pain, Alzheimer's disease, eye disease, and immunological applications.
Because kinases are involved in multiple signaling pathways, predicting effects can be difficult.
Stoll offered a primer on developing kinase inhibitors based on his extensive research experience in this area. He identified and explored a number of common issues that are faced by drug discovery teams who are pursuing protein kinase targets, including issues of toxicity, efficacy, selectivity, and patentability, among others.
Toxicity is often a primary concern when developing kinase inhibitors. It tends to arise because kinases are involved in multiple, complex, and often important signaling pathways. This creates a need to design inhibitors that are as selective as possible in order to avoid unwanted effects on other kinases. Kinase inhibitors also usually require heterocyclic constituents, which increases the level of difficulty since such molecules are highly likely to bind to other, non-kinase targets as well.
Improving efficacy
Once a nontoxic inhibitor has been identified, difficulties with efficacy may arise. Sometimes the target is invalidated; that is, inhibition of the targeted kinase turns out to have no effect on the condition it was intended to treat. Compounds may be too selective; some recently successful drugs—for example, sorafenib, which is used for liver cancer—actually inhibit multiple kinases. Sometimes the targeted pathway has a backup system in place that is activated when the targeted kinase is inhibited, precluding efficacy.
Because many inhibitors compete with ATP for the kinase binding site, the apparent potency of molecules under investigation may vary depending on the ATP concentration present in the assays and the relative affinity of the target kinase for ATP. This and other reaction conditions for screening must be chosen carefully to maximize the possibility of detecting activity and to increase the likelihood that the inhibitor will work under physiological conditions inside the cell.
If activity is detected, it is important to characterize the mode of inhibition. Inhibitors may be competitive, allosteric, or irreversible. There are a number of possible artifacts that can lead to spurious kinase inhibition, including changes in solubility properties, the presence of a reactive contaminant, or the presence of a contaminating kinase in the preparation that is used to screen for inhibitors. These false positives are often identified when a putative inhibitor fails to inhibit the kinase in subsequent assays using different conditions.
Stoll indicated that it is important to make sure that the intended inhibitor has drug-like properties; in other words, the inhibitor should be a relatively small molecule that is not too highly hydrophobic. Kinase inhibitors that are identified by in vitro screening assays tend to be flat, aromatic molecules with poor solubility and other unfavorable physicochemical characteristics. Such molecules must be optimized for improved oral bioavailability before further development.
Because kinase inhibition is such an active area of research it can be difficult to find new inhibitors that are truly novel and thus patentable and worthy of further development. One way to deal with this problem is to use a fragment-based approach, in which a novel scaffold molecule with good size and solubility properties is elaborated on by the addition of functional groups to create a novel inhibitor. As an example, Stoll noted that using a rarer starting molecule such as thienopyrazole, which is represented by only 68 structural derivatives in the chemical database, is more likely to result in a unique molecule than indazole, which is represented by over 22,000 derivatives.
Researchers can take advantage of structural information to model fragment binding to the kinase before proceeding, and may also be able to translate a successful scaffold to multiple kinases in different therapeutic areas. However, synthesizing a novel scaffold can be time consuming and labor intensive. In addition, targeting structural regions that are well understood may result in inhibitors that are not as selective as needed, because these are often regions that are highly conserved among the kinases.
The problem of selectivity
Once a novel, nontoxic, effective inhibitor with good drug-like properties has been identified, researchers must face questions of selectivity. First, it is important to know what the desired selectivity profile is; i.e., what kinases need to be inhibited to provide therapeutic efficacy. Second, it is not always a straightforward process to determine what the selectivity profile is for a newly discovered inhibitor, nor is it always easy to determine which parts of the inhibitor molecule are providing selectivity.
Inhibitors may have different binding modes on different kinases, making generalization difficult. However, Stoll pointed out that selectivity is a highly important feature for kinase inhibitors. He noted that the research compound staurosporine, which inhibits 104 out of 113 kinases, has annual sales in the thousands of dollars, while Gleevec, which inhibits only 5 of 113 kinases, has annual sales in the billions.
Hundreds of kinase structures are available in protein structure databases, but the literature is often not reproducible.
Stoll provided some insight into the role of structural information when investigating questions of selectivity. Since kinase structures are so dynamic, it can be difficult to predict whether a given compound will inhibit a given kinase based on a static crystal structure. This necessitates empirical studies. However, once a compound has been identified with the desired selectivity profile, the large amount of kinase structural data often allows rapid elucidation of the molecular basis for selectivity, and this knowledge can be exploited in further drug development.
Kinase structures can be difficult to work with due to the large number of states they can assume, depending on the presence or absence of ATP or other ligands, post-translational modifications, and differences in crystallization conditions. Stoll commented on the large number of kinase structures that are available in protein structure databases. These include over 800 structures for around 80 kinase targets. In addition, Abbott has an internal library of more than 500 structures for 20 kinase targets. He noted that the literature is not very reproducible in this area. Moreover, some kinases have proven very difficult to crystallize, necessitating the choice of a surrogate kinase for modeling purposes. The choice of surrogate is made more difficult because sequence similarity is not a good indicator of structural similarity in these highly flexible proteins.
Stoll's analysis of the promises and pitfalls of kinase drug discovery illuminated some of the reasons why only a few kinase targeted drugs have reached the marketplace, despite intense interest and the expenditure of many person-years of research effort.
Fragment-based Drug Discovery
Speaker:
Harren Jhoti, Astex Therapeutics
Highlights
- Drug candidates that are larger and more hydrophobic tend to fail earlier in clinical trials.
- Fragment-based drug discovery can allow the development of drug candidates with size and physicochemical properties that more closely resemble the average properties of successfully marketed drugs.
- Astex has used this method to develop three phase 1 drug candidates, two of which are protein kinase inhibitors.
Starting small
The search for better methods of drug discovery has led many companies to try a new approach, known as fragment-based drug discovery. Fragment-based drug discovery uses smaller compounds to find molecules that will interact with the target of interest, then builds upon those fragments to make full size, high affinity, drug development leads. Harren Jhoti of Astex Therapeutics described his company's efforts using this approach to identify protein kinase targets. Their efforts have resulted in three phase 1 drug candidates since the company was founded in 1999.
Protein structural information has long been important for drug development, but mostly at the later stages of drug design, when lead molecules are optimized to bind their target more specifically, with less toxicity and better pharmacokinetic properties. With the advent of fragment-based methods, however, structures have become a more integral part of drug discovery and design beginning in the earliest stages. Because fragments are relatively small molecules, fragment binding can be difficult to detect. Researchers often use biophysical methods to provide detailed structural information about the interaction between the fragment and the target protein. This structural information is then used to guide further development as the fragment molecule is built up and elaborated upon.
Candidates identified through traditional high-throughput screening are often inefficient in binding. Fragment-based discovery starts with compounds with smaller molecular weights, and adds other small fragments that fit more easily within the available chemical space.
Jhoti described the rationale behind this "start small" approach. Recently, drug developers have realized that the molecules that come out of the usual high-throughput screening and structure-based drug discovery approaches are often too large to become successfully marketed therapies. As drug candidates progress through clinical development from phase 1 through phase 3 and into marketing, larger molecules have a tendency to fail in the early stages, while smaller molecules tend to continue on to become successful therapies. Thus the average size of molecules that enter the clinical development process is about 400 daltons, but the average size of molecules that have completed the process to become marketed therapies is only a little over 300 daltons. Current methods of generating chemical libraries for high-throughput screening result in molecules that are destined to be too large and too hydrophobic to become viable drugs, and optimization tends to make them even larger.
With a fragment-based approach, drug researchers start small and simple with a well defined interaction between the fragment and the target protein. Chemical moieties are then added to improve this known interaction, often resulting in molecules that have the right size and physicochemical properties to be successful drug candidates. Fragments tend to start with a higher binding efficiency; that is, each part of the molecule makes a relatively important contribution to binding. Screening with a fragment library allows a more efficient sampling of chemical space because each fragment can explore the crevices of the active site independently, without hindrance from other groups. For this reason, a fragment library of 100 to 300 compounds is theoretically equivalent to a combinatorial chemistry library of 1 million compounds, and in practice, hit rates are competitive with libraries of larger molecules.
Affinity in small molecule fragments
Because they are small molecules, fragments usually bind their targets with very low affinity. This means further elaboration of the structure is often necessary to improve affinity. Several methods are commonly used to develop fragments into full-fledged, druglike molecules, called linking, growing, and merging.
In linking, two fragments that bind to different parts of the target's active site with similar affinity are linked together. In practice, this method is seldom used because many active sites have only one "hotspot" that allows detectable binding. Jhoti and his group tend to use growing instead, where small functional groups are added to the original fragment iteratively to improve binding affinity. The third method, merging, relies on the similarity of two fragments that overlap to produce a new molecule that includes features of both. The guiding principle in each of these methods is ligand efficiency: each heavy atom that is added must make a relatively high contribution to binding, with no bystanders or counterproductive interactions.
Because of the relatively low affinity with which the original fragments bind, it is difficult to detect using traditional biochemical assays. Instead, drug discoverers turn to biophysical methods such as protein crystallography.
Jhoti described the method used at Astex. Fragments are screened for binding by soaking protein crystals in a cocktail containing four to eight fragments at relatively high concentrations (25 to 50 mM each). The crystal structure is then solved to determine which fragments have bound and where. Jhoti and his colleagues have found that this method can be used to detect many different kinds of interactions between fragments and proteins, including charge-charge interactions, hydrogen bonds, and even lipophilic interactions. Using a robotic system and a special software program known as Autosolve, they have characterized over 3500 protein-ligand complexes. They also use other biophysical methods, including NMR and calorimetry, to further characterize binding interactions.
Applications of fragment-based drug discovery
Jhoti described work using this approach on two specific kinase targets, cyclin dependent kinases (CDK) and Aurora kinases, both of which play important roles in cell cycle regulation and are thus targets for cancer therapy. The CDK work led to the discovery of a fragment with 1 mM binding affinity for these kinases that was developed into a molecule, AT7519, with 34 nM affinity. Preclinical studies showed that AT7519 was reasonably selective for the CDK family and promoted efficient regression of tumors in a xenograft model. This molecule is now in phase 1 clinical trials, where it has shown preliminary evidence of activity against solid tumors, including lung adenocarcinoma.
Compounds generated in the CDK program were cross screened for binding to Aurora kinases, resulting in the discovery of AT9283, which binds to Aurora A and B kinases with about 3 nM affinity. This compound inhibits Aurora kinases in a number of cellular assays as well as the growth of tumor xenografts in animals. Phase 1 studies of this compound have shown early responses in patients with refractory or relapsed acute myeloid leukemia.
The Astex clinical candidate AT9283.
Other projects at Astex include an HSP90 inhibitor, AT13387, that is also in Phase 1 trials as a non-kinase based therapy for cancer, and a research program targeted at the PKB/Akt kinases, which form part of a key cell survival pathway that is upregulated in patients who become resistant to EGFR kinase inhibitors such as Iressa and Tarceva. The candidate molecule, AT13148, has potential use in combination therapy with these agents.
Jhoti closed by noting that the average size of an Astex developmental candidate is 390 daltons, compared with an industry average of 460 daltons for kinase drug candidates. Astex candidates are also closer in lipophilicity to marketed oral drugs than the industry average. Time will tell whether this strategy helps to reduce the dropout rate as drug candidates progress from clinical trials to market.
SGX523 Is an Exquisitely Selective ATP-Competitive Inhibitor of the MET Receptor Tyrosine Kinase
Speaker:
Stephen Burley, Eli Lilly and Co.
Highlights
- Fragment-based drug discovery can be facilitated by using a fragment library whose members possess chemical "handles" that allow rapid further modification.
- Attention to the lipophilicity measure clogP can further assist in the development of drug candidates that more closely resemble successfully marketed drugs.
- This method has been used to develop inhibitors of the MET tyrosine kinase, a target in familial and sporadic cancers.
Getting a handle on drug discovery
Stephen Burley described another program of fragment-based drug design for protein kinases, this one performed at SGX Pharmaceuticals, which is now a part of Eli Lilly. Researchers at SGX cloned over 200 protein kinase catalytic domains and solved 60 crystal structures in the course of this work, then applied fragment-based methods to discover kinase inhibitors.
Like Jhoti, Burley explained that maintaining ligand efficiency is a guiding principle of this research program. But Burley and his colleagues also chose to incorporate a lipophilicity parameter into their work, in the hopes of further increasing the chances that their compounds would become effective oral agents. They combined calculated ligand efficiency with a biochemical parameter known as clogP, a measure of lipophilicity. Most currently approved drugs have a clogP value of 5–6. A lower clogP means less promiscuous binding and thus less chance of toxicity due to off-target effects in drug candidates.
In fragment-based drug design, multiple targets can be pursued at one time, using multiple potential binding sites.
Burley and his group developed a library of 1500 fragments, each designed to act as scaffold for further development. Each fragment included two or three chemical "handles" that would serve as positions for the addition of new functional groups. Overall, the molecules in this library included about 26 different handles that could support over 50 different chemistries, allowing the rapid generation of considerable diversity in the drug design process. The initial fragments were soaked into protein crystals, and X-ray crystallography, surface plasmon resonance, and high concentration biochemical screening were used to investigate the binding properties of each fragment. Then, rather than proceeding combinatorally, the SGX team explored the effects of adding new chemical groups using one handle at a time.
Burley described three general lessons that he and his group learned from their work with this library. The first was that hits tend to resemble the overall composition of the library that they come from. Thus, if specific properties are desired, those should be the dominant properties in the library that is screened. Second, they found that most kinase hits were already fairly selective, with 73% selectivity for a single kinase. Third, they found that hits with initial affinities in the millimolar range were readily optimizable. They achieved up to 550-fold increases in potency with some hits. For this reason, low initial potency should not deter researchers from continuing to pursue a fragment that binds the target of interest.
Burley described the advantage of fragment-based drug design as one of multiplicity: multiple targets can be pursued at one time, using multiple potential binding sites. In addition, multiple chemotypes are detected as hits, rather than the very similar molecules that tend to be detected again and again using traditional high-throughput libraries.
Applications with RTK
Researchers at SGX used fragment-based methods to pursue inhibitors of the MET receptor tyrosine kinase (RTK). Activating mutations in this kinase are found in human cancer germline mutations, such as hereditary papillary renal cell carcinoma, and also in sporadic cancers, such as non-small cell lung cancer. MET RTK activating mutations have been found in cancer metastases. In addition, some cancers show MET RTK gene amplification, including gastric cancer and EGFR inhibitor-resistant lung cancer. This work resulted in the development of the drug candidate SGX523. Preclinical assays showed that SGX523 had a favorable toxicity profile, promoting xenograft tumor stasis and regression. This molecule was also an attractive drug candidate because it was very selective, binding the nearest related RTKs with greater than 1000-fold lower affinity.
However, phase 1 trials of SGX523 did not go well. Patients who were administered the compound at doses greater than 80 mg per day experienced rapid onset renal failure. It was later determined that the metabolism of this compound was significantly different in intact humans compared with the human liver microsomes in which it had been tested. Studies in monkeys revealed that the compound formed insoluble crystals in the kidneys. Fortunately, researchers at SGX had developed a backup as well, a related compound that turned out to be metabolized differently. This and other compounds in the series are currently moving forward in development.
Open Questions
Will kinases prove to be successful drug targets outside the area of oncology?
Will the ongoing investment in kinase drug discovery pay off in terms of newer more efficacious drugs?
Will fragment-based drug design of smaller, more hydrophilic drug candidates lead to reduced dropout of drug candidates during the clinical trial process?
Can drugs be developed that target protein–protein interactions that are important for kinase activity or localization?
Web Sites
kinase.com
Explores the functions, evolution and diversity of protein kinases. The Web site includes the extensive KinBase database, as well as papers and supporting material for published work from Sugen (now part of Pfizer) and the Salk Institute.
Protein Kinase Research
European research consortium of over 200 researchers aimed at contributing to future treatments of diseases such as cancer, Alzheimer's, Parkinson's disease, and others.
Protein Kinase Resource
Database of protein kinase structures.
Guide to Protein Crystallography, from Protein Purification to Structure Refinement
Brief primer on the techniques of protein crystallography.
Practical Fragments
Blog intended to promote discussion of fragment-based ligand discovery methods.
Fragment-Based Drug Discovery Literature
Blog that compiles literature and information from meetings about fragment-based ligand discovery.
Articles
Susan Taylor
Kennedy EJ, Yang J, Pillus L, et al. 2009. Identifying critical non-catalytic residues that modulate protein kinase A activity. PLoS ONE 4: e4746.
Kornev AP, Taylor SS, Ten Eyck LF. 2008. A generalized allosteric mechanism for cis-regulated cyclic nucleotide binding domains. PLoS Comput. Biol. 4: e1000056.
Kornev AP, Taylor SS, Ten Eyck LF. 2008. A helix scaffold for the assembly of active protein kinases. Proc. Natl. Acad. Sci. USA 105: 14377-14382.
Taylor SS, Kim C, Cheng CY, et al. 2008. Signaling through cAMP and cAMP-dependent protein kinase: diverse strategies for drug design. Biochim. Biophys. Acta. 1784: 16-26.
Ten Eyck LF, Taylor SS, Kornev AP. 2008. Conserved spatial patterns across the protein kinase family. Biochim. Biophys. Acta. 1784: 238-243.
Yang J, Kennedy EJ, Wu J, et al. 2009. Contribution of non-catalytic core residues to activity and regulation in protein kinase A. J. Biol. Chem. 284: 6241-6248.
Vincent Stoll
Dai Y, Guo Y, Frey RR, et al. 2005. Thienopyrimidine ureas as novel and potent multitargeted receptor tyrosine kinase inhibitors. J. Med. Chem. 48: 6066-6083.
Dai Y, Hartandi K, Ji Z, et al. 2007. Discovery of N-(4-(3-amino-1H-indazol-4-yl)phenyl)-N′-(2-fluoro-5-methylphenyl)urea (ABT-869), a 3-aminoindazole-based orally active multitargeted receptor tyrosine kinase inhibitor. J. Med. Chem. 50: 1584-1597.
Luo Y, Shoemaker AR, Liu X, et al. 2005. Potent and selective inhibitors of Akt kinases slow the progress of tumors in vivo. Mol. Cancer Ther. 4: 977-986.
Zhu GD, Gandhi VB, Gong J, et al. 2007. Syntheses of potent, selective, and orally bioavailable indazole-pyridine series of protein kinase B/Akt inhibitors with reduced hypotension. J. Med. Chem. 50: 2990-3003.
Zhu GD, Gong J, Claiborne A, et al. 2006. Isoquinoline-pyridine-based protein kinase B/Akt antagonists: SAR and in vivo antitumor activity. Bioorg. Med. Chem. Lett. 16: 3150-3155.
Zhu GD, Gong J, Gandhi VB, et al. 2007. Design and synthesis of pyridine-pyrazolopyridine-based inhibitors of protein kinase B/Akt. Bioorg. Med. Chem. 15: 2441-2452.
Harren Jhoti
Congreve M, Carr R, Murray C, Jhoti H. 2003. A 'rule of three' for fragment-based lead discovery? Drug Discov. Today 8: 876-877.
Day PJ, Cleasby A, Tickle IJ, et al. 2009. Crystal structure of human CDK4 in complex with a D-type cyclin. Proc. Natl. Acad. Sci. USA 106: 4166-4170.
Gill A, Cleasby A, Jhoti H. 2005. The discovery of novel protein kinase inhibitors by using fragment-based high-throughput X-ray crystallography. Chembiochem. 6: 506-512.
Jhoti H. 2007. Fragment-based drug discovery using rational design. Ernst Schering Found. Symp. Proc. 3: 169-185.
Jhoti H, Cleasby A, Verdonk M, Williams G. 2007. Fragment-based screening using X-ray crystallography and NMR spectroscopy. Curr. Opin. Chem. Biol. 11: 485-493.
Mooij WT, Hartshorn MJ, Tickle IJ, et al. 2006. Automated protein-ligand crystallography for structure-based drug design. ChemMedChem. 1: 827-838.
Stephen Burley
Atwell S, Adams JM, Badger J, et al. 2004. A novel mode of Gleevec binding is revealed by the structure of spleen tyrosine kinase. J. Biol. Chem. 279: 55827-55832.
Burley SK. 2006. Cancer and kinases: reports from the front line. Genome Biol. 7: 314.
O'Hare T, Eide CA, Tyner JW, et al. 2008. SGX393 inhibits the CML mutant Bcr-AblT315I and preempts in vitro resistance when combined with nilotinib or dasatinib. Proc. Natl. Acad. Sci. USA 105: 5507-5512.
Padyana AK, Qiu H, Roll-Mecak A, et al. 2005. Structural basis for autoinhibition and mutational activation of eukaryotic initiation factor 2alpha protein kinase GCN2. J. Biol. Chem. 280: 29289-29299.
Romanowski MJ, Bonanno JB, Burley SK. 2002. Crystal structure of the Streptococcus pneumoniae phosphomevalonate kinase, a member of the GHMP kinase superfamily. Proteins 47: 568-571.
Romanowski MJ, Burley SK. 2002. Crystal structure of the Escherichia coli shikimate kinase I (AroK) that confers sensitivity to mecillinam. Proteins 47: 558-562.
Speakers
Susan Taylor, PhD
University of California, San Diego e-mail | web site | publications
Susan Serota Taylor is a protein chemist and structural biologist based at the University of California, San Diego, and affiliated with the Howard Hughes Medical Institute. Following a postdoctoral fellowship at the MRC Laboratory of Molecular Biology, Cambridge, England with B.S. Hartley, she joined UCSD as a postdoctoral fellow in 1971, rising from the rank of assistant professor to full professor of chemistry and biochemistry, and professor of pharmacology. Her research led to solving the crystal structure of the first protein kinase in 1991, providing a template for this entire family of essential regulatory enzymes. Her ongoing research is focused on understanding the structure and function of cAMP-dependent protein kinase and the molecular basis for its regulation, localization, and dynamics, which continues to provide an ideal interdisciplinary system for coupling technological advances in computation and biophysics.
Taylor is a member of the National Academy of Science, American Academy of Arts and Sciences, and Institute of Medicine, and is a fellow of the San Diego Super Computer Center. She has published over 300 articles. Her research has been funded by NIH, the American Cancer Society, and NSF. She is a past president of American Society for Biochemistry and Molecular Biology and served on the board of counselors for the National Cancer Institute, Heart, Lung and Blood Institute, NIDDK, and GM Council for NIH.
Vincent Stoll, PhD
Abbott Laboratories e-mail | web site | publications
Vincent Stoll earned his PhD in biochemistry from Albert Einstein College of Medicine in 1990, where, with John Blanchard, he studied the use of multiple kinetic isotope effects studies to determine the chemical mechanism of NADH peroxidase. From 1990 to 1992 he conducted postdoctoral research in protein X-ray crystallography at the Max Planck Institute for Medical and Biophysical research in Heidelberg Germany with Prof. Emil Pai, studying the crystal structures and chemical mechanisms of flavoprotein oxidoreductases. He continued his postdoctoral studies with Prof. Pai at the University of Toronto until joining the protein X-ray crystallography group at Abbott in 1997. While at Abbott he has focused on structure-based drug design on antiviral, cancer, and neuroscience targets. He is an inventor on six issued patents and has more than 30 publications while at Abbott. Vincent is currently the project leader of X-ray crystallography, molecular modeling, and optical spectroscopy at Abbott.
Harren Jhoti, PhD
Astex Therapeutics e-mail | web site | publications
Harren Jhoti is Founder & Chief Executive of Astex Therapeutics, a UK-based biotechnology company with around 75 employees that has raised over £70M venture capital. Astex has pioneered fragment-based drug discovery and generated three novel drug molecules that are in clinical development. His publications include papers in leading journals such as Nature and Science and he has also featured in Time magazine after being named by the World Economic Forum as a Technology Pioneer. He was also recently named by the Royal Society of Chemistry as 'Chemistry World Entrepreneur of the Year' for 2007. Before setting-up Astex in 1999, he was previously head of structural biology and bioinformatics at GlaxoWellcome in the UK (1991–1999).
Stephen K. Burley, DPhil, MD
SGX Pharmaceuticals e-mail | publications
Stephen Burley is a Distinguished Lilly Scholar at the Eli Lilly Center for Excellence in Biotechnology at San Diego, California. Burley joined Lilly in 2008 following its acquisition of SGX Pharmaceuticals, Inc., where he served as senior vice president and chief scientific officer. Prior to 2002, Burley was the Richard M. and Isabel P. Furlaud Professor at the Rockefeller University and a member of the Howard Hughes Medical Institute. Burley received his undergraduate training in physics at the University of Western Ontario. As a Rhodes Scholar, he returned to his native England, where he completed a DPhil in structural biology in 1983. Thereafter, he received MD training at Harvard Medical School and clinical training in internal medicine at the Brigham and Women's Hospital in Boston. Burley's research interests are in structure-guided and fragment-based drug discovery and high-throughput structural studies of globular and integral membrane proteins.
Megan Stephan
Megan Stephan studied transporters and ion channels at Yale University for nearly two decades before giving up the pipettor for the pen. She specializes in covering research at the interface between biology, chemistry and physics. Her work has appeared in The Scientist and Yale Medicine. Stephan holds a PhD in biology from Boston University.
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