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In situ click chemistry generation of cyclooxygenase-2 inhibitors
Abstract
concepts↗Cyclooxygenase-2 isozyme is a promising anti-inflammatory drug target, and overexpression of this enzyme is also associated with several cancers and neurodegenerative diseases. The amino-acid sequence and structural similarity between inducible cyclooxygenase-2 and housekeeping cyclooxygenase-1 isoforms present a significant challenge to design selective cyclooxygenase-2 inhibitors. concepts↗unhoused_relationssensesHerein, we describe the use of the cyclooxygenase-2 active site as a reaction vessel for the in situ generation of its own highly specific inhibitors. Multi-component competitive-binding studies confirmed that the cyclooxygenase-2 isozyme can judiciously select most appropriate chemical building blocks from a pool of chemicals to build its own highly potent inhibitor. object_of_studyHerein, with the use of kinetic target-guided synthesis, also termed as in situ click chemistry, we describe the discovery of two highly potent and selective cyclooxygenase-2 isozyme inhibitors. The in vivo anti-inflammatory activity of these two novel small molecules is significantly higher than that of widely used selective cyclooxygenase-2 inhibitors.
Introduction
Cyclooxygenase (COX) enzymes catalyze the metabolic conversion of arachidonic acid to prostanoids including prostaglandins (PGs), prostacyclin, and thromboxane, which play important roles in human physiology and various pathological conditions 1 – 4 . Despite several known side effects like myocardial infarction and atherothrombotic events, drugs aimed at COXs inhibition is a billion dollar industry, inspiring scientists to search constantly for novel COX inhibitors. COX exists in three isoforms: cyclooxygenase-1, 2, and 3 (COX-1, COX-2, and COX-3) 5 – 7 . COX-1 and COX-2 isoforms are of primary interest, as they are involved in physiological as well as pathological processes. COX-1 is a constitutively expressed house-keeping isozyme responsible for the basal production of essential PGs 8 . These PGs mediates homoeostatic functions in the gastrointestinal and cardiovascular system. COX-3 (a splice variant of COX-1) is expressed only in specific parts of the brain and spinal cord and its exact functions are still unclear 9 . In contrast, COX-2 isozyme is expressed at very low levels under normal conditions. However, COX-2 expression is rapidly upregulated in the immediate response to diverse pro-inflammatory and pathogenic stimuli. There is accumulating evidence for the critical involvement of COX-2 in various pathologies that include inflammation 10 , 11 , cancer 12 – 14 , neurodegenerative diseases 15 and multidrug resistance 16 . Therefore, beyond their traditional use as anti-inflammatory agents, COX-2 inhibitors have recently been used for molecular imaging 17 – 19 and therapy 20 – 22 of cancer. Hence, the development of selective COX-2 inhibitors as anti-inflammatory and anti-tumor drugs is a major direction in academic research and pharmaceutical industry 23 – 25 . Traditional nonsteroidal anti-inflammatory drugs (NSAIDs) (aspirin, ibuprofen, naproxen) inhibit both COX-1 and COX-2 isoforms; and their use is limited due to associated ulcerogenic and gastrointestinal side effects. Discovered in the late 1990’s, COX-2 selective inhibitors (the COXIBs: celecoxib, rofecoxib) are diarylheterocycles possessing a SO 2 NH 2 or SO 2 Me group as COX-2 pharmacophore, which exert similar anti-inflammatory and antipyretic properties as traditional NSAIDs but are devoid of gastrointestinal toxicity 4 . However, COXIBs are also under scrutiny since several studies have demonstrated that chronic use of COXIBs can elevate the risk of myocardial infarction and other thrombotic events by stalling the biosynthesis of anti-aggregatory prostacyclin (PGI 2 ) while leaving the biosynthesis of pro-thrombotic thromboxane A 2 (TxA 2 ) unaffected 26 – 29 . As a result, COXIBs such as rofecoxib and valdecoxib were withdrawn from the market thereby leaving a demand for the synthesis and screening of novel COX-2 inhibitors.
limitationsconcepts↗Development of compounds that selectively inhibit COX-2 over COX-1 is a substantial challenge as both isoforms share similar cellular expression locations, molecular weight, and amino-acid composition. content_tagsIn addition, the both isoforms share more than 60% sequence homology and their three-dimensional structures are almost superimposable. concept_edgesHowever, the key difference between the COX-1 and COX-2 isozyme active site is the exchange of isoleucine in COX-1 for valine in COX-2 at positions 434 and 523. concepts↗content_tagsThe difference in the amino-acid sequence make the COX-2 substrate-binding site more flexible and approximately 25% larger by creating a distinct secondary-binding pocket 3 , 30 . concepts↗Many COX-2 selective inhibitors explicitly bind to this secondary-binding pocket (lined by H90, R513, and V523) resulting in the specific inhibition of COX-2 activity. concepts↗Another important region in the COX-2 active site is the hydrophobic pocket (lined by W387, Y385, F518, F381, L352), and a recent mutational study described the involvement of hydrophobic pocket residues in the proper positioning of fatty acid substrates for oxygenation 31 . mechanisms↗Therefore, highly potent and selective COX-2 inhibitors should possess a pharmacophore which can selectively bind in the secondary pocket and deliver sufficient steric bulk to block the hydrophobic channel of COX-2.
claim_relationsHere, we deviated from conventional drug discovery approaches involving the laborious synthesis and screening of a range of compounds, and envisioned to explore the utility of in situ click chemistry for the discovery of specific and high-affinity COX-2 inhibitors. concepts↗concepts↗concept_edgesClick chemistry 32 , 33 , including 1,3-dipolar cycloaddition between alkyne and azide (Huisgen cycloaddition), have attracted much attention because of their remarkable efficiency, simplicity, and its ability to be employed for the synthesis of a wide range of compounds such as molecular imaging agents 34 , 35 and drugs 36 , protein modification 37 , 38 , DNA and RNA targeting 39 , 40 , and glycan imaging 41 , 42 . Considering its versatility, click chemistry has found numerous synthesis applications not only performed in traditional reaction vessels, but also in living systems. concepts↗concepts↗sensesconcept_edgescontent_tags↗content_tags↗Kinetic target-guided synthesis (TGS), also termed as in situ click chemistry is an innovative synthesis process where a biological target assembles its own inhibitor through target-guided selection of appropriate building blocks 43 , 44 . claim_relationsTGS was elegantly used for the preparation of high affinity inhibitors of enzymes like acetylcholine esterase 45 – 47 , HIV protease 48 , bovine carbonic anhydrase II 49 , 50 , protein tyrosine phosphatases 51 , metalloproteases 52 , 53 , nicotinic acetylcholine receptors 54 , and chitinase 55 .
Herein, we demonstrate the use of the COX-2-binding site as a reaction vessel for generating its own highly potent and selective inhibitors.We designed and synthesized a range of pyrazole-based azide building blocks ( 5 , 14 , 27, and 31 ) and a collection of corresponding triazole-containing biheterocyclic compounds ( 7 – 12, 16–25, 28, 29, 32, and 33 ). After screening for their COX-1/COX-2 inhibitory potency, various 5-azido-pyrazoles ( 5, 14, 27, and 31 ) and aryl acetylenes as click chemistry building blocks were incubated in pairs with human recombinant COX-2 isozyme to test the capability of COX-2 for assembling its own highly potent inhibitors. contributionunhoused_relationsIdentification of compounds 18 and 21 as highly potent and selective COX-2 inhibitors demonstrated the feasibility of the in situ click chemistry approach. Compounds 18 and 21 displayed a superior in vivo anti-inflammatory activity profile compare to clinically used anti-inflammatory drugs. concepts↗Multi-component competitive-binding studies confirmed that COX-2 can selectively group most appropriate building blocks from a pool of compounds to construct highly potent COX-2 inhibitors. mechanisms↗concepts↗concepts↗The thermodynamic-binding signatures calculated from isothermal titration calorimetry (ITC) confirmed that binding of click chemistry building block 5-azido-pyrazole ( 14 ) to COX-2 involves a favorable change in free energy (ΔG = −36.20 kJ mol −1 ), which was mainly based on H-bonding and van der Waals interactions. concepts↗concepts↗concepts↗unhoused_relationsMoreover, comprehensive computational analysis including structure activity relationship (SAR) and molecular docking indicated that the size and type of the COX-2 pharmacophore, and the orientation of the clickable building blocks inside the binding site of the target protein collectively contribute to the in situ construction of highly potent and selective COX-2 inhibitor.
Results
Design of clickable building blocks
concepts↗concepts↗unhoused_relationssensescontent_tags↗Based on the structural features of the COX-2 active site, we concluded that suitable clickable building blocks should meet two criteria: (i) at least one of the building blocks (in our case, the azide component) should possess a SO 2 Me COX-2 pharmacophore to facilitate its tight binding into the secondary-binding pocket of the COX-2 isozyme; (ii) the azide component should have a proper size and orientation that will not interfere with the entry of the alkyne component into the COX-2 active site, allowing the in situ click chemistry formation of a potent and selective inhibitor large enough to block the hydrophobic channel of the COX-2 isozyme (Fig. 1 ).
Design of building blocks for in situ click chemistry reaction in the COX-2 isozyme. Structure of selective COX-2 inhibitor celecoxib ( 1 ) and rofecoxib ( 2 ), target compounds ( 7–12 , 16–25 , 28 , 29 , 32, and 33 ) and illustration of in situ click chemistry reaction principle inside the COX-2-binding pocket
Hence, to optimize these parameters we synthesized a range of 5-azido-pyrazole derivatives with variable sizes containing a COX-2 pharmacophore (SO 2 CH 3 ) and evaluated the influence of the chemical structure on the success of in situ click chemistry reaction. We selected a pyrazole motif as the central scaffold for the azide building blocks, as pyrazole-containing compounds are quite prevalent in many anti-inflammatory drugs. The design of click chemistry building blocks and target compounds is illustrated in Fig. 1 , where the central pyrazole motif was adapted from approved drug celecoxib ( 1 ). The SO 2 CH 3 COX-2 pharmacophore is located at the para position of one of the phenyl ring which was introduced to facilitate binding of 5-azido-pyrazole ( 14 ) into the COX-2 secondary-binding pocket. Extensive SAR data is available in the literature, which describes the importance of SO 2 CH 3 and SO 2 NH 2 groups as COX-2 pharmacophores for selective binding to the COX-2 isozyme. However, SO 2 NH 2 groups are also found in many drugs inhibiting members of the carbonic anhydrase family 56 . Substitution pattern on the alkyne building blocks selected for this study was based on structures frequently present in various NSAIDs.
Chemical synthesis of target compounds
The synthetic methodologies used to prepare 5-azido-pyrazoles ( 5 , 14 , 27 , 31 ) are illustrated in Fig. 2 . Briefly, precursor compounds 2,5-diphenyl-2 H -pyrazol-3-ylamine ( 4 ) and 2-(4-methane-sulfonyl-phenyl)-5-methyl-2 H -pyrazol-3-ylamine ( 13 ) were synthesized in high yields according to known procedures involving the reaction of 3-amino-3-phenyl-acrylonitrile ( 3 ) or 3-amino-but-2-ene-nitrile with the appropriate arylhydrazine. Subsequently, compounds 4 and 13 were converted into corresponding 5-azido-pyrazoles ( 5 , 14 ) by diazotization and subsequent treatment with sodium azide. 5-azido-pyrazoles ( 5 , 14 ) were reacted with various alkynes ( 6a – 6f, 15a – 15e ) using standard Cu(I)-catalyzed azide-alkyne cycloaddition (CuAAC) reaction conditions. Respective triazole products ( 7–12 , 16–25 ) were isolated in high yields (Fig. 2 ). To illustrate the role of SO 2 CH 3 COX-2 pharmacophore in selective COX-2 inhibition, we synthesized compounds 28 , 29 , 32, and 33 according to synthetic methods shown in Fig. 2 .
Synthesis scheme of target compounds. Synthesis of various 5-azido-pyrazoles ( 5 , 14 , 27, and 31 ) and reference compounds ( 7–12 , 16–25, 28 , 29 , 32, and 33 )
method↗content_tagsIn order to investigate the COX-2 isozyme-mediated in situ click chemistry reaction, 5-azido-pyrazole building blocks ( 5, 14, 27, and 31, 1 µl of 3 mM dimethyl sulfoxide (DMSO) solution) and alkynes ( 6a – 6f, 15a – 15e, 1 µl of 20 mM DMSO solution) were incubated as pairs in the presence of the human recombinant COX-2 isozyme (95 µl COX-2) in 1 µl of 1M Tris-HCl, pH 8.0 for 24 h at room temperature. After 3, 6, 9, 12, 15, 18, 21, and 24 h each sample was analyzed in triplicate by injecting (10 µl) into the liquid chromatography–mass spectrometry (LC/MS) instrument with selected-ion-monitoring (SIM) mode. In library 1, where 5-azido-1,3-diphenyl-1 H -pyrazole ( 5 ) was incubated in the presence with various alkynes ( 6a – 6f , 15a , and 15b Table 1 , library 1), in situ click chemistry formation of corresponding triazole compounds could not be detected. After refinement of the structure of 5-azido-1,3-diphenyl-1 H -pyrazole ( 5 ,V molecular = 332.9 Å 3 ) into a smaller sized 5-azido-1-(4-methanesulfonyl-phenyl)-3-methyl-1 H -pyrazole ( 14 ,V molecular = 326.1 Å 3 ), where one of the phenyl ring present at C-5 position of the pyrazole ring was replaced with a CH 3 group. In addition, a COX-2 pharmacophore (SO 2 CH 3 ) was incorporated at C-4 position of one of the phenyl rings.
In situ click chemistry building blocks and corresponding hit compounds
content_tagsLC/MS-SIM analysis of 11 different reactions ( 6a – 6f, 15a – 15e Table 1 , library 2) revealed two combinations where in situ click chemistry formation of two compounds, 4-(4-fluorophenyl)-1-[2-(4-methanesulfonyl-phenyl)-5-methyl-2 H -pyrazol-3-yl]-1H [1,2,3]triazole ( 18 ) and 4-{1-[2-(4-methanesulfonyl-phenyl)-5-methyl-2 H -pyrazol-3-yl]-1H-[1,2,3]triazol-4-yl}-phenylamine ( 21 ) was detected (Fig. 3 ). concepts↗concepts↗sensessensescontent_tags↗content_tagscontent_tags↗Formation of compounds 18 and 21 was first detected at a time interval of 6 h, and continuous elevation in the LC/MS response signal (an indicator for the amount of triazole product formed) was noticed up to 15 and 12 h, respectively.
Monitoring of COX-2 isozyme-mediated in situ click chemistry reaction. In situ click chemistry formation of compounds 18 ( a ) and 21 ( b ) as determined by LC/MS-SIM
unhoused_relationscontent_tagscontent_tags↗Likewise, three control experiments were performed under the same experimental conditions to test false-positive results: each azide/ alkyne combination was incubated either in the (a) absence of COX-2 isozyme(b) presence of bovine serum albumin (BSA, 1 mg ml −1 ) as model protein instead of COX-2 isozyme(c) or in the presence COX-2 isozyme and known COX-2 selective inhibitor celecoxib (1 µl of celecoxib, 100 µM final concentration). concepts↗LC/MS-SIM analysis of each reaction mixture revealed that none of the reagent combinations led to the formation of triazole products. phenomenonconcepts↗These results demonstrated that desired triazole product 18 and 21 were only formed when a suitable 5-azido-pyrazole and alkyne combination can undergo in situ click chemistry reaction in the presence of an accessible COX-2-binding pocket. In line with other known in situ click chemistry examples 42 , 43 , our results confirm that the COX-2-binding site can also serve as a reaction vessel for 1,3-dipolar cycloaddition reactions, and this innovative methodology can facilitate the discovery and quick screening of novel selective COX-2 inhibitors.
The 1,4/1,5 triazole regiochemistry of triazole products ( 18 and 21 ) formed during the COX-2 mediated in situ click chemistry reaction was determined through LC/MS analysis comparing the retention time of 1,4-triazole regioisomers (compound 18 and 21 ) with respective 1,4/1,5 triazole regioisomer mixtures of compounds 18 and 21 (Supplementary Figs 1 and 2 ). concepts↗sensescontent_tagsResults from this study demonstrated that in situ click chemistry reaction in the presence of the COX-2-binding site was highly regioselective, yielding the desired 1,4-triazole regioisomers exclusively.
content_tags↗Furthermore, the influence of the size and the role of the SO 2 CH 3 COX-2 pharmacophore of the 5-azido-pyrazole building blocks upon in situ click chemistry reaction was studied with two newly synthesized 5-azido-pyrazole building blocks 27 and 31 (Fig. 2 ). In contrast to 5-azido-pyrazole ( 14 ), the new building block 31 lacks the SO 2 CH 3 COX-2 pharmacophore. Upon incubating 5-azido-pyrazole ( 31 ) with alkynes ( 6c or 15a ) in the presence of COX-2 isozyme, no triazole product formation was detected even after 36 h. mechanisms↗This experiment demonstrated that (for library 3) the presence of the SO 2 CH 3 COX-2 pharmacophore is an important structural requirement for the appropriate positioning of 5-azido-pyrazole building block ( 14 ) inside the COX-2-binding site to achieve a suitable steric orientation of the azide building block needed for the COX-2 mediated in situ click chemistry reaction. Another set of experiments involved the incubation of phenyl group-containing 5-azido-pyrazoles 27 (with SO 2 CH 3 COX-2 pharmacophore) and 5 (without SO 2 CH 3 COX-2 pharmacophore) as examples for larger size azide building blocks with the alkyne building blocks ( 6c or 15a ) in the presence of COX-2 isozyme. And in none of the reagent combinations, no in situ generation of expected triazole product was detected. mechanisms↗limitationsunhoused_relationsThese results led to the following important two conclusions: ( i ) the presence of the SO 2 CH 3 COX-2 pharmacophore is the defining factor to advance the in situ click chemistry reaction between azides and alkynes inside the COX-2-binding site; ( ii ) a larger sized (additional steric bulk)5-azido-pyrazole building block like compound ( 27 ) greatly reduces the possibility to achieve an in situ click chemistry reaction in the COX-2-binding site. The results of in situ click chemistry reaction with various azides ( 5, 14, 27, and 31 ) and alkynes ( 6a-f , 15a-e ) in the presence of the COX-2 isozyme are summarized in Fig. 4 .
Multicomponent in situ click chemistry reaction. Comparison of triazole compounds formed after the incubation of all azide and alkyne building blocks in the presence of the COX-2 isozyme
research_questionconcepts↗content_tags↗content_tags↗We also tested whether COX-2 isozyme is capable of selecting the most suitable compounds from a combined mixture of different azides and alkynes building blocks for assembling the “best-fit inhibitor.” For this purpose, each azide ( 5, 14, 27, and 31, 1 µl of 3 mM DMSO solution) was mixed with eleven alkynes ( 6a–6f and 15a–15e, 1 µl of 20 mM DMSO solution) in the presence of COX-2 isozyme (95 µl COX-2) in 1 µl of 1 M Tris-HCl, pH 8.0 and incubated for 24 h at room temperature. mechanisms↗concepts↗unhoused_relationscontent_tagsAfter incubation for 24 h, only expected triazole products ( 18 , 21 ) were detected, demonstrating that COX-2 isozyme can sense small structural differences of the building blocks enabling selection of suitable building blocks for the in situ click chemistry formation of high affinity and selective COX-2 inhibitors (Fig. 4 ). content_tagsThe amount of triazole product 21 formed seemed to be higher compared to triazole 18 (estimated from the mass response), although the yield of both triazole products ( 18 , 21 ) was lower (almost 50% reduced) compared to previously performed in situ click chemistry reaction when both building blocked were used as reaction pairs. The decrease in yield could be attributed to a reduction in the concentration of click chemistry building blocks and/or an increase in the competition for the COX-2-binding site.
content_tagsIn parallel to the COX-2 isozyme mediated in situ click chemistry reactions, similar experiments were also performed using COX-1 isozyme. However, no in situ click chemistry reaction to form the desired triazole products was not observed in any of the used reagent combinations. As demonstrated in a later in vitro COX inhibitory-binding assay, none of the compounds displayed inhibitory potencies in the studied concentration range towards COX-1 isozyme. Thus, in situ click chemistry can also be used for the identification of highly selective COX-2 inhibitors. Compound 5 , 14, 27, and 31 were also studied for their stability in human and rat serum at 37 °C, and no significant degradation was observed up to 30 h (see Supplementary Fig. 3 ). The stability of hit compounds ( 18 and 21 ) was tested, and the percentage of intact compound at various time points is given in Supplementary Fig. 3 .
Isothermal titration calorimetry
The success of identifying 5-azido-pyrazole ( 14 ) as suitable building block for in situ click chemistry reaction prompted us to determine the protein–ligand-binding stoichiometry ( N ), change in thermodynamic parameters, and association constant ( K a ) for the binding of 5-azido-pyrazole ( 14 ) with pure COX-2 protein under physiological conditions using ITC. concepts↗concepts↗concepts↗sensessensescontent_tagscontent_tagsThe determined binding stoichiometry for compound 14 ( N = 1.02 ± 0.0259) indicated that one molecule of the 5-azido-pyrazole ( 14 ) was bound per COX-2 isozyme. concepts↗concepts↗content_tagsThe high association constant ( K a = 2.20 × 10 −6 M −1 ) and favourable free energy change (ΔG < 0; ΔG = −36.20 kJ mol −1 ) clearly supports the assumption of tight binding of compound 14 to the COX-2 protein (Supplementary Table 1 ). mechanisms↗concepts↗concepts↗concept_edgesThe ITC results summarized in Fig. 5 demonstrate that protein–ligand interactions are thermodynamically favored and that they are mainly driven by the enthalpy factor. concepts↗The binding of compound 14 to COX-2 isozyme involves an exothermic reaction (ΔH < 0; ΔH = −34.51 kJ mol −1 ) which is indicative of a combination of H-bonding, π - π stacking and ion–dipole interactions. Interestingly, docking studies have also supported the contribution of H-bonding in protein–ligand binding. The determined favorable small entropic change (TΔS > 0; TΔS = 1.69 kJ mol −1 ) also reflects the little contributions of electrostatic contact, conformational freedom, and solvent reorganization.
Thermodynamic analyses for the binding of 5-azido-pyrazole (14) to COX-2. a Raw ITC data obtained upon titration of compound 14 with COX-2 protein at room temperature (298.15 K); b Plot of the integrated heat signal as a function of the molar ratio of ligand to the protein; c Thermodynamic parameters for the binding of compound 14 with COX-2 ( n = 3, ±s.e.m.)
In vitro COX-1/COX-2 inhibition assay
All representative triazole compounds ( 7–12 , 16–25, 28 , 29 , 32, and 33 ) as well as 5-azido-pyrazole click chemistry building blocks ( 5 , 14 , 27, and 31 ) were tested for in vitro COX-1/COX-2 inhibitory activity. concepts↗sensesconcept_edgesAll compounds displayed higher inhibitory potencies for the COX-2 isozyme (IC 50 range: 0.05 to 26.0 µM) compared to the COX-1 isozyme (IC 50 range: 45.5 to >100 µM) (Table 2 ). concepts↗content_tagscontent_tags↗content_tagscontent_tagscontent_tags↗content_tags↗Interestingly, both in situ click chemistry hit compounds ( 18 , 21 ) showed particularly high COX-2 inhibitory potency (COX-2 IC 50 = 0.09 µM and 0.05 µM, respectively) and COX-2 selectivity (COX-2 selectivity index (SI) = 1,111 and 2,000, respectively). concept_edgesMoreover, compound 21 exhibited better COX-2 inhibitory activity and SI than widely used COX-2 inhibitor celecoxib 1 (COX-2 IC 50 = 0.07 µM, SI = 1,428).
In vitro COX-1 and COX-2 inhibition data, COX-2 selectivity index (SI), molecular volume, and calculated log P data of compounds 1 , 5 , 14 , 7–12 , 16–25 , 28, 29 , 32, and 33
concepts↗concepts↗unhoused_relationsThe relative inhibitory potency and selectivity profile were observed in the following order: 21 (R 1 = NH 2 ), > 9 , 18 (R 1 = F) > 8 , 17 (R 1 = Cl), which shows that the para substituent (R 1 ) on the C-1 phenyl ring of triazole is crucial for both COX-2 inhibitory potency and high COX-2 selectivity. However, compounds 23–25 containing heterocyclic or aliphatic (ibuprofen like) motifs on C1 position of triazole ring displayed only low inhibitory potencies towards COX-2. Comparison of COX-2 inhibitory potency profiles of compounds 28, 29, 32, and 33 with 7–12 and 16–25 confirmed the importance of the SO 2 CH 3 COX-2 pharmacophore as an important structural requirement for high COX-2 inhibition. Among all tested compounds, triazoles 18 and 21 were identified as the most potent and selective COX-2 inhibitors. Thus, obtained in vitro COX-1/2 enzyme inhibitory data evidently demonstrate that in situ click chemistry reaction can also be employed to identify highly potent and selective COX-2 inhibitors. limitationsHowever, compounds 8 (COX-2 IC 50 = 0.16 µM), 9 (COX-2 IC 50 = 0.14 µM), and 22 (COX-2 IC 50 = 0.22 µM) also showed appreciable COX-2 inhibitory potencies in the in vitro COX-binding assay albeit nor formation of compounds 8 , 9, and 22 was detected in the COX-2 mediated in situ click chemistry reaction. concepts↗Based on the in vitro COX-2 inhibitory data, seventeen compounds (Table 2 ) were selected and further evaluated for their cellular COX-2 inhibitory activity in COX-2 expressing colorectal cancer cell line HCA-7. content_tagsBoth in situ click chemistry hit compounds ( 18 , 21 ) also displayed highest cell-based COX-2 inhibitory potencies. content_tagsCompounds 18 and 21 displayed a better COX-2 inhibitory profile in HCA-7 cells (COX-2 IC 50 = 0.06 µM and 0.08 µM, respectively) compared to celecoxib (COX-2 IC 50 = 0.09 µM).
In vivo anti-inflammatory activity
The two in situ click chemistry hit compounds 18 and 21 were further studied for their in vivo anti-inflammatory potency. Both compounds proved to be highly potent anti-inflammatory agents. sensesED 50 values were determined in a carrageenan-induced rat paw edema assay at 3 and 5 h time points after treatment with 0.3, 1.0, 3.0, and 10 mg kg −1 p.o. of compounds 18 and 21 (Fig. 6 , Supplementary Figs 4 and 5 ). content_tagscontent_tagsCompound 18 showed high anti-inflammatory activity at 3 h (ED 50 = 0.44 mg kg −1 ) and 5 h (ED 50 = 0.99 mg kg −1 ) time points. An ever-higher anti-inflammatory activity at 3 h (ED 50 = 0.12 mg kg −1 ) and 5 h (ED 50 = 0.34 mg kg −1 ) time points was found for compound 21 . content_tagsHowever, both compounds were found to be >25 times more potent than widely used COX-2 inhibitor celecoxib (ED 50 = 10.8 mg kg −1 at 3 h). To the best of our knowledge, compounds 18 and 21 are the most potent known anti-inflammatory agents. The determined very high COX-2 inhibitory potency and selectivity of in situ click chemistry hit compounds 18 and 21 clearly demonstrates the power of innovative in situ click chemistry for the identification of novel highly potent and selective COX-2 inhibitors.
In vivo anti-inflammatory activity profile of in situ click chemistry hits. a , b Effective dose (ED 50 ) calculated at 3 and 5 h time after treatment of compound 18 ( n = 4, ±s.e.m.) and 21 ( n = 5, ±s.e.m.); c , e Control; d , f Images showing the in vivo effect at 3 h after treatment with 0.3 mg kg −1 p.o. of compounds 18 (left paw) and 21 (right paw), respectively
Molecular docking studies
To further support our experimental results and to investigate the mode of ligand–protein molecular interactions, all click chemistry building blocks ( 6, 14, 27, 31, 6a–6f, and 15a–15e ) and final triazole compounds ( 7–12, 16–25, 28, 29, 32, and 33 ) were docked into the COX-2 active site. It was found that the para SO 2 CH 3 group in 5-azido-pyrazole compound ( 14 ) was deeply inserted into the secondary-binding pocket region of the COX-2 active site (Fig. 7 and Supplementary Fig. 6 ). The O -atoms of the SO 2 CH 3 group showed H-bonding interaction with one of the terminal amino group of R513 (distance O---NH 2 = 2.25 Å) and with the nitrogen atom of the imidazole ring of the H90 residue (distance O---N = 1.92 Å). Interestingly, the other 5-azido-pyrazoles ( 5, 27, and 31 ) were located away from the secondary pocket region, and did not indicate any H-bonding interactions (Supplementary Fig. 7 ), except for compound 27 where one of the O -atoms of the SO 2 CH 3 group was H-bonded to the-NH 2 group of R120 (distance O---NH 2 = 1.96 Å). Alkynes possessing either a-F or -NH 2 group ( 6c and 15a ) were positioned in the vicinity of azide group of compound 14 (Fig. 5 and Supplementary Fig. 9 ), whereas the other three alkynes ( 6b , R 1 = Cl; 6d , R 1 = OCH 3 ; and 15b R 1 = CF 3 ) were clustered together near Y385; alkynes with para CH 3 or para C 2 H 5 groups and heterocyclic rings ( 6e, 6f, and 15c – 15e ) were also docked far away from the azide group of pyrazole compounds ( 6,14, 27, and 31 ). concepts↗Molecular docking indicated that 5-azido-pyrazole ( 14 ) and alkynes ( 6c and 15a ) were favorably oriented in such a way that the azide group (-N 3 ) is present in proximity of 4-ethynyl group (-C≡CH) of both alkynes; and the calculated distance between the terminal carbon atom of the ethynyl groups in 6c ( R 1 = F) and 15a ( R 1 = NH 2 ) and one of the nitrogen atoms of the azide group in compound 14 was 1.78 and 2.85 Å, respectively (Fig. 7 ). mechanisms↗concepts↗concepts↗concept_edgesTherefore, the observed formation of in situ click chemistry products ( 18 and 21 ) can be attributed to the close and special orientation of reactive functional groups of the complementary click chemistry building blocks ( 14 , 6c, and 15a ) in the COX-2-binding site.
Computational analysis of click chemistry building blocks in the COX-2 active site. Molecular docking of 5-azido-pyrazole compounds ( 5 , 14 , 27, and 31 ) and alkynes ( 6a–6f and 15a–15e ) in the binding site of COX-2 isozyme (PDB ID: 6COX). Hydrogen atoms of amino-acid residues are omitted for clarity
content_tagsFurther molecular docking studies with in situ click chemistry products ( 18 , 21 ) demonstrated that both compounds fit favorably into the COX-2-binding sites ( E intermolecular = −15.9 and −16.8 kcal mol −1 respectively) displaying favorable electrostatic interactions with the secondary pocket residues (Supplementary Figs 8 and 9 ). For compound 18 , the O -atoms of the para SO 2 CH 3 group showed H-bonding with R513 (distance O---N = 2.90 Å) and the H90 residue (distance O---N = 2.37 Å); and two of the N-atoms of the pyrazole ring were also H-bonded to A527 (Supplementary Fig. 9 ). In the case of compound 21, the O -atoms of the para SO 2 CH 3 group indicated H-bonding with Y355 (distance O---HO = 2.39 Å) which is considered as one of the important catalytic amino acid for COX reaction of enzyme 57 , with the R513 residue (distance O---N = 2.08 Å); and the NH 2 group in compound 21 showed H-bonding with Q192 (distance N---O = 2.64 Å) in the COX-2 active site (Supplementary Fig. 9 ). In contrast, upon docking of all azide compounds ( 5 , 14, 27, and 31 ) and alkynes ( 6a–6f and 15a–15e ) into the COX-1 active site, it was found that none of the azide compounds were located near any of the alkyne compounds, indicating less opportunity for an in situ click chemistry reaction in the COX-1 active site. concepts↗concepts↗unhoused_relationsThe preference of the COX-2 isozyme for in situ click chemistry reaction over the COX-1 isozyme can be explained by considering the structural differences of both enzymes. content_tagsThe size of the COX-2 isozyme active site (volume = 394 Å 3 ) is about 25% larger than the COX-1 isozyme-binding site (volume = 316 Å 3 ). Moreover, the COX-2 isozyme possesses an additional secondary pocket region. mechanisms↗Because of these two distinct structural differences, the COX-2 isozyme can conjointly hold two reactive/more bulky ligands more appropriately than the COX-1 isozyme. The energy of intermolecular interactions ( E intermolecular ) between the ligand and the enzyme residues obtained after computational studies (docking) for all compounds within the COX-1 and COX-2 active site are summarized in Supplementary Table 2 and Supplementary Fig. 8 . Interestingly, compound 18 and 21 occupy an orientation that is very similar to the binding mode of crystallized COX-2 inhibitor SC558 in the COX-2 isozyme (Fig. 8 ). Overall, the computational results suggest that similar to the orientation of parent azide click chemistry building block 14 , the 4-methanesulfonyl-phenyl motif of in situ click chemistry hit compounds 18 and 21 occupy conformational spaces in the secondary-binding pocket region of the COX-2-binding site, and the fluoro/amino-phenyl ring portion is embedded into the hydrophobic pocket; H90, R120, Q192, Y355, Y 385, R513, and F518 are the key amino-acid residues, which considerably contributed in the strong protein–ligand interactions. All these observations agree with the experimental results and support the success of in situ click generation of 18 and 21 from clickable building blocks 14 (azide) and 6c / 15a (alkyne) in the COX-2-binding pocket.
Comparison of the binding conformation of in situ click chemistry reaction hit compounds with crystalized SC558. a In COX-2 isozyme (PDB:6COX) the compound 18 ( cyan carbon) and SC558 ( green carbon) are displayed in stick mode and surface of compound 18 is highlighted ( grey ) color; b compound 21 ( magenta carbon) and SC558 ( green carbon) are displayed in stick mode and surface of compound 21 is highlighted ( grey ) color
Discussion
claim_typeWe have, for the first time, demonstrated the use of in situ click chemistry for the identification and synthesis of highly potent and selective COX-2 isozyme inhibitors. In situ click chemistry with COX-2 isozyme as molecular template was highly regioselective and products are exclusively formed as 1,4-regioisomers through[3,2]-cycloaddition reaction inside the COX-2-binding pocket. concepts↗Our comprehensive SAR and computational studies suggest that size, presence of a SO 2 Me COX-2 pharmacophore, proper orientation of the azide click chemistry building block inside the COX-2-binding site, H-bonding, and hydrophobic interactions of building blocks collectively contribute to the in situ click chemistry synthesis of highly potent and selective COX-2 isozyme inhibitors. Moreover, we demonstrated that the COX-2 isozyme is capable of finding and selecting the most favourable complementary azide and alkyne building block pairs from a pool of reactive precursors to generate its own ‘best fit’ inhibitor. Results of this study provide an efficient tool for economical and fast screening of potential drug candidates. Based on the extremely high in vivo activity of identified and characterized in situ click chemistry hit compounds, we are currently working to expand this strategy for the detection of COX-2 expression at the cellular and in vivo level.
Methods
Chemical synthesis
Detailed procedures for the synthesis of all new compounds and their characterization are provided in the Supplementary Methods (For 1 H and 13 C spectra of compounds 14 , 18, and 21 , see Supplementary Figs 10 , 11 , 12 , 13 , 14 , and 15 ).
In situ click chemistry screening procedure for binary reagent mixtures
To investigate the COX-2 isozyme templated synthesis, each 5-azido-pyraozle ( 5, 14, 27, and 31, 1 µl of 3 mM DMSO solution) and alkyne ( 6a – 6f, 15a – 15e , 1 µl of 20 mM DMSO solution) were pairwise mixed with human recombinant COX-2 isozyme (95 µl COX-2) in 1 µl of 1 M Tris-HCl, pH 8.0. The each reaction mixture was vortexed for 1 min, and then incubated at room temperature (For temperature dependency of COX-2 enzyme activity, see Supplementary Fig. 16 ). Final reagent concentrations were as follows: COX-2 (7 µM), azide (30 µM) alkyne (200 µM). After 3, 6, 9, 12, 15, 18, 21, and 24 h each sample was analyzed in triplicate by injecting (10 µl) into the LC/MS instrument with SIM mode (Water’s Micromass ZQTM 4000 LC−MS instrument, operating in the ESI-positive mode, equipped with a Water’s 2795 separation module). Calibration curve for hit compounds 18 and 21 is given in Supplementary Fig. 17 . Summaries of all LC/MS data are presented in Supplementary Tables 3 – 7 . Separations were performed in triplicate using a Kromasil 100-5-C18 (100 μm pore size, 5 μm particle size) reverse phase column (2.1 mm diameter × 50 mm length), preceded by a Kromasil 100-5-C18 2.1 × guard column. Separations were effected using a gradient MeCN/H 2 O (0.05% trifluoroacetic acid (TFA))/MeOH in 40/30/30, v/v/v over 15 min at flow rate 0.25 ml min −1 . Operating parameters were as follows: capillary voltage = 3.5 kV; cone voltage = 20 V; source temperature = 140 °C; sesolvation temperature = 250 °C; cone nitrogen gas flow = 100 l h −1 ; desolvation nitrogen gas flow = 550 l h −1 . The identities of triazole products (retention time of 6.73 min for 18 ), (retention time of 4.56 min for 21 ), and the internal standard (retention time of 10.89 min) were confirmed by molecular weight and comparison of the retention times of the authentic products formed from copper catalyzed reactions. concepts↗Control experiments in the presence of BSA (1 mg mL −1 ) instead of the COX-2 enzyme as well as in the absence of COX-2 enzyme and the known COX-2 selective inhibitor (1 µl of celecoxib, 100 µM final concentration) were run as described above. For multicomponent in situ click chemistry reactions, each azide ( 5, 14, 27, and 31, 1 µL of 3 mM DMSO solution) and eleven alkynes ( 6a – 6f and 15a – 15e, 1 µl of 20 mM DMSO solution) were thoroughly mixed together in the presence of COX-2 isozyme (95 µl COX-2) in 1 µl of 1 M Tris-HCl, pH 8.0 and incubated at room temperature. After 24 h each sample was analyzed in triplicate by injecting (10 µl) into the LC/MS instrument by following the procedure described above, except the ions are monitored for all possible masses. The cyclo addition products were identified by their molecular weights and by comparison of the retention times of authentic products prepared through Cu-catalyzed reactions. Control experiments using BSA (1 mg ml −1 ) in place of COX-2 isozyme and in the absence of COX-2 isozyme were run consecutively.
Isothermal titration calorimetry
The thermodynamics of the precursor 5-azido-pyrazole ( 14 ) binding with pure human COX-2 protein studied with a high sensitivity ITC instrument (VP-ITC, MicroCal). All titrations were performed by following VP-ITC general procedure described in manual. Protein (20 µM) and ligand (200 µM) solution were prepared in PBS buffer, pH 7.4. Prior to each ITC run, all solutions were filtered using membrane filters (pore size 0.45 μm) and thoroughly stirred and degassed using Thermovac accessory for 20 min to remove any air bubbles at 25 °C. In a typical experiment, aliquots (6 µl) of ligand solution (prepared at 10 times the COX-2 protein concentration) were injected with a computer-controlled stirrer-syringe into a reaction cell containing COX-2 protein. Titrations were carried out with a stirring speed of 400 rpm and 240 s intervals between injections. All experiments were conducted at 25 °C. Control experiments, including titration of the ligand into buffer alone or COX-2 protein into buffer alone, were carried to determine the heat due to dilution and subtracting during the original experiment. Calorimetric data analysis was performed with ORIGIN software provided by MicroCal. All results, including the binding constant ( K a ), stoichiometry of binding ( N ), and thermodynamics of binding (Δ H and TΔ S ) were determined by fitting the experimental binding isotherms. Each ITC experiment was repeated three times and showed good reproducibility.
COX inhibition assay
concepts↗The ability of known COX-2 selective inhibitor celecoxib ( 1 ), 5-azido-pyraozles ( 5 and 14 ) and new triazole products ( 7–12 , 16–25, 28 , 29 , 32, and 33 ) to inhibit ovine COX-1 and recombinant human COX-2 was determined using a COX inhibitor assay (Cayman Chemical, Ann Arbor, USA; item number: 700100) following the manufacturer’s protocol. Each compound was assayed in concentration range of 10 −9 M to 10 −3 M, in triplicate. PRISM5 software was used to calculate IC 50 values. In addition to celecoxib, both Dup-697 (potent COX-2 inhibitor) and SC-560 (potent COX-1 inhibitor) were used as internal controls during screening test compounds.
In vivo anti-inflammatory activity
concepts↗content_tags↗The two lead compounds 18 and 21 were advanced for in vivo anti-inflammatory activity study and celecoxib ( 1 ) was used as reference drug. concepts↗In vivo anti-inflammatory activity was measured using a carrageenan-induced rat paw edema assay. In brief, three to five male Sprague–Dawley rats, 8–11-weeks-old, weighing 180–200 g (Charles-River Canada) were used in each group. Animals were randomized into different treatment groups based on similar paw size and body weight. Test compounds 18 and 21 suspended in water containing 1% methyl cellulose were administered orally for a minimum of four different doses (0.3. 1, 5, 10 mg kg −1 ) 1 h prior to a 0.05 ml subcutaneous injection of fresh 1% carrageenan in 0.9% NaCl solution under the plantar skin of the hind paw. content_tags↗Control experiments were identical, except that the vehicle did not contain a test compound. The volume of the injected paw was measured at 0, 3, and 5 h using a UGO Basile 7141 Plethysmometer (series no. 43201), each value is mean of 10 measurements. concepts↗content_tags↗content_tags↗A dose–response curve was constructed using GraphPad Prism 5.0 and ED 50 were calculated. No unusual change in behavior and toxic effects was noticed in all animals. In vivo anti-inflammatory assays were carried using a protocol approved by the Health Sciences Animal Welfare Committee, University of Alberta, Edmonton, Canada.
Molecular docking procedure
The detailed procedure for the molecular docking is provided in the Supplementary Information .
Statistical analysis
Unless specified, all data were obtained from at least triplicate samples and represent at least three independent experiments and presented as mean ± s.e.m. Graphs were constructed using GraphPad Prism 4.0 (GraphPad Software). content_tagscontent_tags↗Where applicable, statistical differences were tested by unpaired Student’s t -test and were considered significant for P < 0.05.
Data availability
The authors declare that all data supporting the findings of this study are available in the article and in the supplementary information file. Additional information are available from the corresponding author upon request.
Electronic Supplementary Material
Supplementary Figures, Supplementary Tables, Supplementary Methods and Supplementary References.
Acknowledgements
We dedicate this work to Prof. Dr Edward E. Knaus for the occasion of his 74th birthday. We gratefully acknowledge the Dianne and Irving Kipnes Foundation, the Canadian Institute for Health Research (CIHR) and the National Science and Engineering Research Council of Canada (NSERC) for supporting this work. F.W. and J.K. thank the Alberta Cancer Foundation (ACF) for a postdoctoral fellowship. We thank Alison Marshall for help in cell-based assays, Ingrit Hamann for her support with all animal experiments, and Vishwa Somayaji for his help with LC/MS analyses.
Competing financial interests
The authors declare no competing financial interests.
Author contributions
A.B. and J.K. designed the experiments. A.B. and J.K. synthesized the compounds. A.B. designed and performed in situ click chemistry reactions, LC/MS analysis, ITC experiments, stability analysis, in vitro, and cellular biological experiments. A.B. and J.K. performed SAR and computational studies. M.W. and A.B. designed in vivo studies, and M.W. performed the experiments. A.B. and J.K. wrote manuscript and compiled the supporting information. A.B., J.K., and F.W. analyzed the data, discussed the results, and contributed to editing of manuscript.
Footnotes
References
Associated Data
Supplementary Materials
Supplementary Figures, Supplementary Tables, Supplementary Methods and Supplementary References.
Data Availability Statement
The authors declare that all data supporting the findings of this study are available in the article and in the supplementary information file. Additional information are available from the corresponding author upon request.
Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; 7 of 7 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.
This record holds no controls. A layer is empty when the tagger recorded nothing in it — which is not the same as the paper having nothing to record.
| facet | tag | field | conf. | whose words |
|---|---|---|---|---|
| object_of_study | COX-2-templated in situ click chemistry and the resulting selective inhibitors compounds 18 and 21 | object_of_study | the paper's words | |
| research_question | whether the COX-2 binding pocket can select complementary azide and alkyne building blocks and template potent, selective inhibitor formation | research_question | the paper's words | |
| contribution | an experimentally controlled demonstration that COX-2 can template regioselective formation of compounds 18 and 21, with biochemical, cellular, animal, calorimetric, SAR, and docking characterization | contribution | the paper's words | |
| claim_type | method | claim_type | the paper's words | |
| phenomenon | target-guided selection and covalent assembly of complementary click-chemistry precursors inside an enzyme binding pocket | phenomenon | the paper's words | |
| method | experiment also in: experiment | method | the paper's words | |
| mechanisms | COX-2 selects complementary azide and alkyne precursors from a mixed pool and holds them for inhibitor assembly. also in: target-guided precursor selection | mechanisms[0] | 0.95 | the tagger's words |
| mechanisms | The SO2Me pharmacophore positions the azide building block in the COX-2 secondary pocket for reaction. | mechanisms[1] | 0.95 | the tagger's words |
| mechanisms | Close, specific orientation of complementary azide and alkyne groups in the COX-2 site supports formation of compounds 18 and 21. | mechanisms[2] | 0.95 | the tagger's words |
| mechanisms | The larger COX-2 active site and its additional secondary pocket let it hold two bulky reactive ligands more appropriately than COX-1. also in: COX-2 pocket geometry | mechanisms[3] | 0.95 | the tagger's words |
| mechanisms | Hydrogen bonding and van der Waals interactions underlie the favorable binding free energy of compound 14. | mechanisms[4] | 0.9 | the tagger's words |
| mechanisms | The measured compound-14–COX-2 interaction is thermodynamically favorable and mainly enthalpy driven. also in: enthalpy-driven binding | mechanisms[5] | 0.95 | the tagger's words |
| mechanisms | Additional steric bulk in the azide precursor sharply reduces the chance of a templated reaction in the COX-2 site. also in: steric exclusion | mechanisms[6] | 0.95 | the tagger's words |
| mechanisms | The design combines secondary-pocket binding with enough inhibitor bulk to block the COX-2 hydrophobic channel. also in: hydrophobic-channel blockade | mechanisms[7] | 0.9 | the tagger's words |
| limitations | Selective inhibitor design is difficult because COX-1 and COX-2 share cellular locations, molecular weight, amino-acid composition, more than 60% sequence homology, and nearly superimposable structures. | limitations[0] | 0.95 | the tagger's words |
| limitations | The templating approach is sensitive to precursor size: added steric bulk greatly reduces the possibility of reaction in the COX-2 pocket. | limitations[1] | 0.95 | the tagger's words |
| limitations | Some compounds with appreciable COX-2 inhibitory potency were not generated by the COX-2-templated reaction, so templated formation did not recover every active compound in the tested collection. | limitations[2] | 0.95 | the tagger's words |
| concepts | cyclooxygenase-2 isozyme also in: cyclooxygenase-2 isozyme | concepts[0] | 0.99 | the paper's words |
| concepts | COX-1 also in: COX-1 | concepts[1] | 0.99 | the paper's words |
| concepts | COX-2 active site also in: COX-2 active site | concepts[2] | 0.99 | the paper's words |
| concepts | secondary-binding pocket also in: secondary-binding pocket | concepts[3] | 0.99 | the paper's words |
| concepts | hydrophobic pocket also in: hydrophobic pocket | concepts[4] | 0.95 | the paper's words |
| concepts | SO 2 Me COX-2 pharmacophore also in: SO 2 Me COX-2 pharmacophore | concepts[5] | 0.99 | the paper's words |
| concepts | kinetic target-guided synthesis also in: kinetic target-guided synthesis | concepts[6] | 0.99 | the paper's words |
| concepts | in situ click chemistry also in: in situ click chemistry | concepts[7] | 0.99 | the paper's words |
| concepts | 1,3-dipolar cycloaddition also in: 1,3-dipolar cycloaddition | concepts[8] | 0.95 | the paper's words |
| concepts | click chemistry building blocks also in: click chemistry building blocks | concepts[9] | 0.95 | the paper's words |
| concepts | 5-azido-pyrazole also in: 5-azido-pyrazole | concepts[10] | 0.99 | the paper's words |
| concepts | compound 14 also in: compound 14 | concepts[11] | 0.99 | the paper's words |
| concepts | compound 18 also in: compound 18 | concepts[12] | 0.99 | the paper's words |
| concepts | compound 21 also in: compound 21 | concepts[13] | 0.99 | the paper's words |
| concepts | best-fit inhibitor also in: best-fit inhibitor | concepts[14] | 0.95 | the paper's words |
| concepts | LC/MS-SIM also in: LC/MS-SIM | concepts[15] | 0.99 | the paper's words |
| concepts | multi-component competitive-binding studies | concepts[16] | 0.95 | the paper's words |
| concepts | isothermal titration calorimetry also in: isothermal titration calorimetry | concepts[17] | 0.99 | the paper's words |
| concepts | binding stoichiometry also in: binding stoichiometry | concepts[18] | 0.99 | the paper's words |
| concepts | association constant also in: association constant | concepts[19] | 0.95 | the paper's words |
| concepts | free energy change also in: free energy change | concepts[20] | 0.95 | the paper's words |
| concepts | COX-2 selectivity index also in: COX-2 selectivity index | concepts[21] | 0.99 | the paper's words |
| concepts | COX inhibitor assay also in: COX inhibitor assay | concepts[22] | 0.99 | the paper's words |
| concepts | HCA-7 also in: HCA-7 | concepts[23] | 0.99 | the paper's words |
| concepts | carrageenan-induced rat paw edema assay | concepts[24] | 0.99 | the paper's words |
| concepts | ED 50 also in: ED 50 | concepts[25] | 0.99 | the paper's words |
| concepts | molecular docking also in: molecular docking | concepts[26] | 0.99 | the paper's words |
| concepts | structure activity relationship also in: structure activity relationship | concepts[27] | 0.95 | the paper's words |
| concepts | H-bonding also in: H-bonding | concepts[28] | 0.95 | the paper's words |
| concepts | van der Waals interactions also in: van der Waals interactions | concepts[29] | 0.95 | the paper's words |
| concepts | hydrophobic interactions also in: hydrophobic interactions | concepts[30] | 0.95 | the paper's words |
| concepts | accessible COX-2-binding pocket also in: accessible COX-2-binding pocket | concepts[31] | 0.99 | the paper's words |
| concepts | 1,4-triazole regioisomers also in: 1,4-triazole regioisomers | concepts[32] | 0.99 | the paper's words |
| concepts | celecoxib also in: celecoxib | concepts[33] | 0.99 | the paper's words |
| concepts | BSA also in: BSA | concepts[34] | 0.99 | the paper's words |
| concepts | protein–ligand interactions also in: protein–ligand interactions | concepts[35] | 0.95 | the paper's words |
| concepts | Huisgen cycloaddition also in: Huisgen cycloaddition | concepts[36] | 0.99 | the paper's words |
| concepts | COX-2 substrate-binding site also in: COX-2 substrate-binding site | concepts[37] | 0.99 | the paper's words |
| concepts | tight binding also in: tight binding | concepts[38] | 0.95 | the paper's words |
| concepts | close and special orientation also in: close and special orientation | concepts[39] | 0.95 | the paper's words |
| concepts | formation of in situ click chemistry products | concepts[40] | 0.95 | the paper's words |
| concepts | structural differences also in: structural differences | concepts[41] | 0.95 | the paper's words |
| concepts | preference of the COX-2 isozyme also in: preference of the COX-2 isozyme | concepts[42] | 0.95 | the paper's words |
| concepts | enthalpy factor also in: enthalpy factor | concepts[43] | 0.95 | the paper's words |
| concepts | size and type of the COX-2 pharmacophore | concepts[44] | 0.95 | the paper's words |
| concepts | in situ construction also in: in situ construction | concepts[45] | 0.95 | the paper's words |
| concepts | COX-2 also in: COX-2 | concepts[46] | 0.99 | the paper's words |
| concepts | para substituent also in: para substituent | concepts[47] | 0.95 | the paper's words |
| concepts | COX-2 inhibitory potency also in: COX-2 inhibitory potency | concepts[48] | 0.95 | the paper's words |
| unhoused_relations | COX-2 active site → reaction vessel The COX-2 active site is used as the reaction vessel that templates inhibitor generation. — the relation stated: The COX-2 active site is used as a reaction vessel. | unhoused_relations[0] | 0.99 | the tagger's words |
| unhoused_relations | compounds 18 and 21 → highly potent and selective COX-2 inhibitors The study identifies compounds 18 and 21 as highly potent, selective COX-2 inhibitors. — the relation stated: Compounds 18 and 21 are identified as highly potent and selective COX-2 inhibitors. | unhoused_relations[1] | 0.99 | the tagger's words |
| unhoused_relations | larger sized 5-azido-pyrazole building block → possibility to achieve an in situ click chemistry reaction Additional steric bulk greatly reduces the possibility of an in situ reaction in the COX-2 site. — the relation stated: A larger azide building block reduces the possibility of the templated reaction. | unhoused_relations[2] | 0.95 | the tagger's words |
| unhoused_relations | absence of COX-2, BSA substitution, or celecoxib competition → formation of triazole products Each control condition prevented detectable triazole-product formation. — the relation stated: No triazole products were detected under any of the three false-positive controls. | unhoused_relations[3] | 0.99 | the tagger's words |
| unhoused_relations | COX-2 isozyme → suitable building blocks COX-2 discriminates among competing precursors and selects the suitable building blocks used to form high-affinity inhibitors. — the relation stated: COX-2 senses structural differences and selects suitable building blocks. | unhoused_relations[4] | 0.95 | the tagger's words |
| unhoused_relations | SO 2 Me COX-2 pharmacophore → tight binding The SO2Me pharmacophore facilitates tight binding in the COX-2 secondary pocket. — the relation stated: The SO2Me COX-2 pharmacophore facilitates tight binding in the secondary pocket. | unhoused_relations[5] | 0.95 | the tagger's words |
| unhoused_relations | structural differences → preference of the COX-2 isozyme The authors explain COX-2's preference for the templated reaction by the structural differences between the isozymes. — the relation stated: Structural differences explain the COX-2 preference for the templated reaction. | unhoused_relations[6] | 0.95 | the tagger's words |
| unhoused_relations | size and type of the COX-2 pharmacophore → in situ construction Pharmacophore properties and precursor orientation collectively contribute to in situ inhibitor construction. — the relation stated: Pharmacophore size and type, together with building-block orientation, contribute to in situ inhibitor construction. | unhoused_relations[7] | 0.95 | the tagger's words |
| unhoused_relations | para substituent → COX-2 inhibitory potency The para substituent is crucial for COX-2 inhibitory potency and selectivity. — the relation stated: The para substituent is crucial for COX-2 inhibitory potency. | unhoused_relations[8] | 0.95 | the tagger's words |
| senses | COX-2 as both drug target and molecular reaction template | senses[0] | 0.99 | the tagger's words |
| senses | kinetic target-guided synthesis as in situ click chemistry | senses[1] | 0.99 | the tagger's words |
| senses | COX-2 pharmacophore as a secondary-pocket-binding SO2Me group | senses[2] | 0.95 | the tagger's words |
| senses | LC/MS response signal as a proxy for product amount | senses[3] | 0.99 | the tagger's words |
| senses | compound 14 as the selected azide precursor | senses[4] | 0.99 | the tagger's words |
| senses | compounds 18 and 21 as templated triazole hits | senses[5] | 0.99 | the tagger's words |
| senses | selectivity as stronger inhibition of COX-2 than COX-1 | senses[6] | 0.95 | the tagger's words |
| senses | binding as approximately one molecule of compound 14 per COX-2 isozyme | senses[7] | 0.95 | the tagger's words |
| senses | in vivo potency as ED50 in carrageenan-induced paw edema | senses[8] | 0.95 | the tagger's words |
| senses | regioselectivity as exclusive formation of 1,4-triazole regioisomers | senses[9] | 0.99 | the tagger's words |
| claim_relations | builds-on → prior kinetic target-guided synthesis applications to enzyme inhibitors note: The paper extends an established target-guided synthesis strategy to COX-2. | claim_relations[0] | 0.95 | the tagger's words |
| claim_relations | contrasts-with → conventional synthesis-and-screening drug discovery note: The authors explicitly contrast their approach with conventional synthesis and screening. | claim_relations[1] | 0.95 | the tagger's words |
| concept_edges | kinetic target-guided synthesis —same-as→ in situ click chemistry the relation itself is separately evidenced · strength of the relation: 1 · note: The source states the naming equivalence explicitly and categorically. · the relation stated: Kinetic target-guided synthesis is also termed in situ click chemistry. | concept_edges[0] | 0.99 | the tagger's words |
| concept_edges | 1,3-dipolar cycloaddition —same-as→ Huisgen cycloaddition the relation itself is separately evidenced · strength of the relation: 1 · note: Parenthetical naming is categorical. · the relation stated: The alkyne–azide 1,3-dipolar cycloaddition is parenthetically named the Huisgen cycloaddition. also in: 1,3-dipolar cycloaddition · Huisgen cycloaddition | concept_edges[1] | 0.99 | the tagger's words |
| concept_edges | COX-2 substrate-binding site —contrasted-with→ COX-1 the relation itself is separately evidenced · strength of the relation: 0.95 · note: This is an explicit structural contrast. · the relation stated: The COX-2 substrate-binding site is contrasted with COX-1 by its residue substitutions, flexibility, size, and secondary pocket. also in: COX-2 substrate-binding site · COX-1 | concept_edges[2] | 0.95 | the tagger's words |
| concept_edges | compound 21 —contrasted-with→ celecoxib the relation itself is separately evidenced · strength of the relation: 0.95 · note: The source makes a direct comparative claim. · the relation stated: Compound 21 is contrasted favorably with celecoxib on COX-2 activity and selectivity index. also in: compound 21 · celecoxib | concept_edges[3] | 0.99 | the tagger's words |
| concept_edges | close and special orientation —causes→ formation of in situ click chemistry products the relation itself is separately evidenced · strength of the relation: 0.9 · note: Attributed to is an explicit positive causal explanation, expressed with author hedging. · the relation stated: Close and specific orientation of the reactive groups contributes to product formation. | concept_edges[4] | 0.95 | the tagger's words |
| concept_edges | enthalpy factor —causes→ protein–ligand interactions the relation itself is separately evidenced · strength of the relation: 0.9 · note: Mainly driven by expresses strong but non-exclusive positive causation. · the relation stated: The favorable protein–ligand interaction is mainly driven by the enthalpy factor. also in: enthalpy factor · protein–ligand interactions | concept_edges[5] | 0.95 | the tagger's words |
| concept_edges | COX-2 —contrasted-with→ COX-1 the relation itself is separately evidenced · strength of the relation: 0.95 · note: Compared to is an explicit contrast cue. · the relation stated: COX-2 and COX-1 are contrasted by the tested compounds' inhibitory potency ranges. | concept_edges[6] | 0.99 | the tagger's words |
| content_tags | Only compounds 18 and 21 were detected among eleven pairwise reactions, with product signal first observed at six hours. | content_tags.findings[0] | 0.95 | the tagger's words |
| content_tags | No triazole products formed in the no-COX-2, BSA-substitution, or celecoxib-competition controls. | content_tags.findings[1] | 0.99 | the tagger's words |
| content_tags | COX-2-mediated formation yielded the 1,4-triazole regioisomers exclusively. | content_tags.findings[2] | 0.99 | the tagger's words |
| content_tags | In a multicomponent mixture, only compounds 18 and 21 were detected, though their yields were about 50% lower than in paired reactions. | content_tags.findings[3] | 0.95 | the tagger's words |
| content_tags | Parallel COX-1 experiments produced no desired triazole products, and none of the compounds inhibited COX-1 in the studied concentration range. | content_tags.findings[4] | 0.95 | the tagger's words |
| content_tags | Compound 14 bound COX-2 at approximately one molecule per isozyme with favorable free energy and an enthalpy-dominated thermodynamic signature. | content_tags.findings[5] | 0.95 | the tagger's words |
| content_tags | Compounds 18 and 21 showed COX-2 IC50 values of 0.09 and 0.05 µM and selectivity indices of 1,111 and 2,000, respectively. | content_tags.findings[6] | 0.99 | the tagger's words |
| content_tags | Compounds 18 and 21 also had lower cell-based COX-2 IC50 values than celecoxib in HCA-7 cells. | content_tags.findings[7] | 0.95 | the tagger's words |
| content_tags | In the rat paw-edema assay, compounds 18 and 21 were reported to be more than 25 times as potent as celecoxib at three hours. | content_tags.findings[8] | 0.95 | the tagger's words |
| content_tags | Docking placed compounds 18 and 21 favorably in the COX-2 site and implicated secondary-pocket electrostatics and several key residues. | content_tags.findings[9] | 0.9 | the tagger's words |
| content_tags | an inhibitor-synthesis process in which a biological target selects appropriate building blocks and assembles its own inhibitor also in: kinetic target-guided synthesis | content_tags.definitions[0] | 0.99 | the tagger's words |
| content_tags | the term used here for kinetic target-guided synthesis also in: in situ click chemistry | content_tags.definitions[1] | 0.99 | the tagger's words |
| content_tags | an indicator of the amount of triazole product formed also in: LC/MS response signal | content_tags.definitions[2] | 0.99 | the tagger's words |
| content_tags | the selectivity measure reported alongside COX-2 inhibitory potency also in: COX-2 selectivity index | content_tags.definitions[3] | 0.9 | the tagger's words |
| content_tags | the effective dose calculated from the in vivo dose–response curve also in: ED 50 | content_tags.definitions[4] | 0.9 | the tagger's words |
| content_tags | the SO2Me group used to bind the enzyme's secondary pocket also in: COX-2 pharmacophore | content_tags.definitions[5] | 0.95 | the tagger's words |
| content_tags | more than 60% — sequence homology shared by COX-1 and COX-2 | content_tags.quantities[0] | 0.95 | the tagger's words |
| content_tags | approximately 25% larger — size difference of the COX-2 substrate-binding site relative to COX-1 | content_tags.quantities[1] | 0.95 | the tagger's words |
| content_tags | 24 h — duration of paired precursor incubation with recombinant COX-2 | content_tags.quantities[2] | 0.99 | the tagger's words |
| content_tags | 6 h — first detection time for compounds 18 and 21 | content_tags.quantities[3] | 0.99 | the tagger's words |
| content_tags | almost 50% reduced — multicomponent product yield relative to paired reactions | content_tags.quantities[4] | 0.9 | the tagger's words |
| content_tags | 1.02 ± 0.0259 — binding stoichiometry N for compound 14 per COX-2 isozyme | content_tags.quantities[5] | 0.95 | the tagger's words |
| content_tags | −36.20 kJ mol −1 — free-energy change for compound 14 binding COX-2 | content_tags.quantities[6] | 0.95 | the tagger's words |
| content_tags | 0.09 µM and 0.05 µM — COX-2 IC50 values for compounds 18 and 21, respectively | content_tags.quantities[7] | 0.99 | the tagger's words |
| content_tags | 1,111 and 2,000 — COX-2 selectivity indices for compounds 18 and 21, respectively | content_tags.quantities[8] | 0.99 | the tagger's words |
| content_tags | 0.06 µM and 0.08 µM — cell-based COX-2 IC50 values for compounds 18 and 21 in HCA-7 cells | content_tags.quantities[9] | 0.95 | the tagger's words |
| content_tags | 0.44 mg kg −1 and 0.12 mg kg −1 — three-hour ED50 values for compounds 18 and 21, respectively | content_tags.quantities[10] | 0.95 | the tagger's words |
| content_tags | >25 times — reported potency of compounds 18 and 21 relative to celecoxib in vivo | content_tags.quantities[11] | 0.95 | the tagger's words |
| content_tags | 394 Å 3 versus 316 Å 3 — reported active-site volumes for COX-2 and COX-1 | content_tags.quantities[12] | 0.95 | the tagger's words |
| content_tags | P < 0.05 — threshold used for applicable statistical significance tests | content_tags.quantities[13] | 0.99 | the tagger's words |
| content_tags | azide building block also in: azide building block | content_tags.variables[0] | 0.95 | the tagger's words |
| content_tags | alkyne building block also in: alkyne building block | content_tags.variables[1] | 0.95 | the tagger's words |
| content_tags | SO 2 CH 3 COX-2 pharmacophore also in: SO 2 CH 3 COX-2 pharmacophore | content_tags.variables[2] | 0.95 | the tagger's words |
| content_tags | LC/MS response signal also in: LC/MS response signal | content_tags.variables[3] | 0.95 | the tagger's words |
| content_tags | COX-2 IC 50 also in: COX-2 IC 50 | content_tags.variables[4] | 0.95 | the tagger's words |
| content_tags | COX-2 selectivity index also in: COX-2 selectivity index | content_tags.variables[5] | 0.95 | the tagger's words |
| content_tags | ED 50 also in: ED 50 | content_tags.variables[6] | 0.95 | the tagger's words |
| content_tags | BSA also in: BSA | content_tags.variables[7] | 0.99 | the tagger's words |
| content_tags | celecoxib also in: celecoxib | content_tags.variables[8] | 0.99 | the tagger's words |
| content_tags | vehicle also in: vehicle | content_tags.variables[9] | 0.99 | the tagger's words |
| content_tags | unpaired Student’s t -test also in: unpaired Student’s t -test | content_tags.variables[10] | 0.99 | the tagger's words |
Tags that could not be placed in the text:
What was deliberately not tagged, and why, is recorded per paper by the tagger. Where a paper has no such record, this page says so rather than implying that nothing was declined.