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1.
Bioorg Med Chem ; 98: 117561, 2024 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-38157838

RESUMEN

The dual-specificity protein kinase MKK3 has been implicated in tumor cell proliferation and survival, yet its precise role in cancer remains inconclusive. A critical step in elucidating the kinase's involvement in disease biology is the identification of potent, cell-permeable kinase inhibitors. Presently, MKK3 lacks a dedicated tool compound for these purposes, along with validated methods for the facile screening, identification, and optimization of inhibitors. In this study, we have developed a TR-FRET-based enzymatic assay for the detection of MKK3 activity in vitro and a BRET-based assay to assess ligand binding to this enzyme within intact human cells. These assays were instrumental in identifying hit compounds against MKK3 that share a common chemical scaffold, sourced from a library of bioactive kinase inhibitors. Initial hits were subsequently expanded through the synthesis of novel analogs. The resulting structure-activity relationship (SAR) was rationalized using molecular dynamics simulations against a homology model of MKK3. We expect our findings to expedite the development of novel, potent, selective, and bioactive inhibitors, thus facilitating investigations into MKK3's role in various cancers.


Asunto(s)
Neoplasias , Pirimidinas , Humanos , MAP Quinasa Quinasa 3 , Pirimidinas/química , Relación Estructura-Actividad , Fosforilación , Proliferación Celular , Inhibidores de Proteínas Quinasas/química
2.
Antimicrob Agents Chemother ; 67(11): e0058923, 2023 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-37819090

RESUMEN

Drug resistance to commercially available antimalarials is a major obstacle in malaria control and elimination, creating the need to find new antiparasitic compounds with novel mechanisms of action. The success of kinase inhibitors for oncological treatments has paved the way for the exploitation of protein kinases as drug targets in various diseases, including malaria. Casein kinases are ubiquitous serine/threonine kinases involved in a wide range of cellular processes such as mitotic checkpoint signaling, DNA damage response, and circadian rhythm. In Plasmodium, it is suggested that these protein kinases are essential for both asexual and sexual blood-stage parasites, reinforcing their potential as targets for multi-stage antimalarials. To identify new putative PfCK2α inhibitors, we utilized an in silico chemogenomic strategy involving virtual screening with docking simulations and quantitative structure-activity relationship predictions. Our investigation resulted in the discovery of a new quinazoline molecule (542), which exhibited potent activity against asexual blood stages and a high selectivity index (>100). Subsequently, we conducted chemical-genetic interaction analysis on yeasts with mutations in casein kinases. Our chemical-genetic interaction results are consistent with the hypothesis that 542 inhibits yeast Cka1, which has a hinge region with high similarity to PfCK2α. This finding is in agreement with our in silico results suggesting that 542 inhibits PfCK2α via hinge region interaction.


Asunto(s)
Antimaláricos , Malaria Falciparum , Malaria , Plasmodium , Antimaláricos/farmacología , Quinasa de la Caseína II/antagonistas & inhibidores , Malaria/tratamiento farmacológico , Malaria/parasitología , Malaria Falciparum/parasitología , Plasmodium/metabolismo , Plasmodium falciparum
3.
J Org Chem ; 88(13): 9475-9487, 2023 07 07.
Artículo en Inglés | MEDLINE | ID: mdl-37290116

RESUMEN

Two routes to the antimalarial diaminopyrimidine P218 were developed based on the C-6 metalation of suitable 2,4-dichloro-5-alkoxy pyrimidines using (TMP)2Zn·2MgCl2·2LiCl base. One approach involves a late-stage modification of the C-6 position, while the other allows for tail fragment modification of P218. Both routes have proven reliable in synthesizing P218, as well as eight analogues. These innovative strategies have the potential to contribute to the search for new antimalarial drugs.


Asunto(s)
Antimaláricos , Zinc , Antimaláricos/farmacología , Pirimidinas/farmacología
4.
J Biol Chem ; 299(6): 104807, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37172730

RESUMEN

Here, we report a bioluminescence resonance energy transfer (BRET) assay as a novel way to investigate the binding of unlabeled ligands to the human transient receptor potential mucolipin 1 (hTRPML1), a lysosomal ion channel involved in several genetic diseases and cancer progression. This novel BRET assay can be used to determine equilibrium and kinetic binding parameters of unlabeled compounds to hTRPML1 using intact human-derived cells, thus complementing the information obtained using functional assays based on ion channel activation. We expect this new BRET assay to expedite the identification and optimization of cell-permeable ligands that interact with hTRPML1 within the physiologically relevant environment of lysosomes.


Asunto(s)
Transferencia de Energía por Resonancia de Bioluminiscencia , Canales de Potencial de Receptor Transitorio , Humanos , Transferencia de Energía por Resonancia de Bioluminiscencia/métodos , Ligandos , Lisosomas/metabolismo , Canales de Potencial de Receptor Transitorio/metabolismo
5.
Cells ; 12(2)2023 01 11.
Artículo en Inglés | MEDLINE | ID: mdl-36672221

RESUMEN

The serine/threonine protein kinase calcium/calmodulin-dependent protein kinase kinase 2 (CAMKK2) plays critical roles in a range of biological processes. Despite its importance, only a handful of inhibitors of CAMKK2 have been disclosed. Having a selective small molecule tool to interrogate this kinase will help demonstrate that CAMKK2 inhibition can be therapeutically beneficial. Herein, we disclose SGC-CAMKK2-1, a selective chemical probe that targets CAMKK2.

6.
Plant Direct ; 6(11): e460, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-36447653

RESUMEN

One hundred twenty-nine protein kinases, selected to represent the diversity of the rice (Oryza sativa) kinome, were cloned and tested for expression in Escherichia coli. Forty of these rice kinases were purified and screened using differential scanning fluorimetry (DSF) against 627 diverse kinase inhibitors, with a range of structures and activities targeting diverse human kinases. Thirty-seven active compounds were then tested for their ability to modify primary root development in Arabidopsis. Of these, 14 compounds caused a significant reduction of primary root length compared with control plants. Two of these inhibitory compounds bind to the predicted orthologue of Arabidopsis PSKR1, one of two receptors for PSK, a small sulfated peptide that positively controls root development. The reduced root length phenotype could not be rescued by the exogenous addition of the PSK peptide, suggesting that chemical treatment may inhibit both PSKR1 and its closely related receptor PSKR2. Six of the compounds acting as root growth inhibitors in Arabidopsis conferred the same effect in rice. Compound RAF265 (CHIR-265), previously shown to bind the human kinase BRAF (B-Raf proto-oncogene, serine/threonine kinase), also binds to nine highly conserved rice kinases tested. The binding of human and rice kinases to the same compound suggests that human kinase inhibitor sets will be useful for dissecting the function of plant kinases.

7.
ACS Infect Dis ; 8(8): 1449-1467, 2022 08 12.
Artículo en Inglés | MEDLINE | ID: mdl-35815896

RESUMEN

New antibiotics are urgently needed to counter the emergence of antimicrobial-resistant pathogenic bacteria. A major challenge in antibiotic drug discovery is to turn potent biochemical inhibitors of essential bacterial components into effective antimicrobials. This difficulty is underpinned by a lack of methods to investigate the physicochemical properties needed for candidate antibiotics to permeate the bacterial cell envelope and avoid clearance by the action of bacterial efflux pumps. To address these issues, here we used a target engagement assay to measure the equilibrium and kinetic binding parameters of antibiotics targeting dihydrofolate reductase (DHFR) in live bacteria. We also used this assay to identify novel DHFR ligands having antimicrobial activity. We validated this approach using the Gram-negative bacteria Escherichia coli and the emerging human pathogen Mycobacterium abscessus. We expect the use of target engagement assays in bacteria to expedite the discovery and progression of novel, cell-permeable antibiotics with on-target activity.


Asunto(s)
Antibacterianos , Antiinfecciosos , Antibacterianos/química , Antiinfecciosos/farmacología , Escherichia coli/metabolismo , Bacterias Gramnegativas , Humanos , Tetrahidrofolato Deshidrogenasa/química
8.
Bioorg Med Chem Lett ; 68: 128764, 2022 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-35504513

RESUMEN

The discovery of potent and selective inhibitors for understudied kinases can provide relevant pharmacological tools to illuminate their biological functions. DYRK1A and DYRK1B are protein kinases linked to chronic human diseases. Current DYRK1A/DYRK1B inhibitors also antagonize the function of related protein kinases, such as CDC2-like kinases (CLK1, CLK2, CLK4) and DYRK2. Here, we reveal narrow spectrum dual inhibitors of DYRK1A and DYRK1B based on a benzothiophene scaffold. Compound optimization exploited structural differences in the ATP-binding sites of the DYRK1 kinases and resulted in the discovery of 3n, a potent and cell-permeable DYRK1A/DYRK1B inhibitor. This compound has a different scaffold and a narrower off-target profile compared to current DYRK1A/DYRK1B inhibitors. We expect the benzothiophene derivatives described here to aid establishing DYRK1A/DYRK1B cellular functions and their role in human pathologies.


Asunto(s)
Proteínas Serina-Treonina Quinasas , Proteínas Tirosina Quinasas , Humanos , Inhibidores de Proteínas Quinasas/química , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Quinasas , Proteínas Tirosina Quinasas/metabolismo , Tiofenos
9.
J Med Chem ; 65(4): 3173-3192, 2022 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-35167750

RESUMEN

Monopolar spindle kinase 1 (MPS1/TTK) is a key element of the mitotic checkpoint and clinically evaluated as a target in the treatment of aggressive tumors such as triple-negative breast cancer. While long drug-target residence times have been suggested to be beneficial in the context of therapeutic MPS1 inhibition, no irreversible inhibitors have been reported. Here we present the design and characterization of the first irreversible covalent MPS1 inhibitor, RMS-07, targeting a poorly conserved cysteine in the kinase's hinge region. RMS-07 shows potent MPS1 inhibitory activity and selectivity against all protein kinases with an equivalent cysteine but also in a broader kinase panel. We demonstrate potent cellular target engagement and pronounced activity against various cancer cell lines. The covalent binding mode was validated by mass spectrometry and an X-ray crystal structure. This proof of MPS1 covalent ligandability may open new avenues for the design of MPS1-specific chemical probes or drugs.


Asunto(s)
Antineoplásicos/síntesis química , Antineoplásicos/farmacología , Proteínas de Ciclo Celular/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/síntesis química , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Animales , Línea Celular Tumoral , Cristalografía por Rayos X , Diseño de Fármacos , Ensayos de Selección de Medicamentos Antitumorales , Femenino , Humanos , Técnicas In Vitro , Masculino , Espectrometría de Masas , Ratones , Microsomas Hepáticos , Modelos Moleculares , Neoplasias de la Mama Triple Negativas/tratamiento farmacológico
10.
Bioorg Med Chem Lett ; 60: 128588, 2022 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-35104640

RESUMEN

The Protein Kinase N proteins (PKN1, PKN2 and PKN3) are Rho GTPase effectors. They are involved in several biological processes such as cytoskeleton organization, cell mobility, adhesion, and cell cycle. Recently PKNs have been reported as essential for survival in several tumor cell lines, including prostate and breast cancer. Here, we report the development of dihydropyrrolopyridinone-based inhibitors for PKN2 and its closest homologue, PKN1, and their associated structure-activity relationship (SAR). Our studies identified a range of molecules with high potency exemplified by compound 8 with Ki = 8 nM for PKN2 and 14x selectivity over PKN1. Membrane permeability and target engagement for PKN2 were assessed by a NanoBRET cellular assay. Importantly, good selectivity across the wider human kinome and other kinase family members was achieved. These compounds provide strong starting points for lead optimization to PKN1/2 development compounds.


Asunto(s)
Antineoplásicos/farmacología , Desarrollo de Medicamentos , Proteína Quinasa C/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/farmacología , Piridonas/farmacología , Pirroles/farmacología , Antineoplásicos/síntesis química , Antineoplásicos/química , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Ensayos de Selección de Medicamentos Antitumorales , Células HeLa , Humanos , Simulación del Acoplamiento Molecular , Estructura Molecular , Proteína Quinasa C/metabolismo , Inhibidores de Proteínas Quinasas/síntesis química , Inhibidores de Proteínas Quinasas/química , Piridonas/síntesis química , Piridonas/química , Pirroles/síntesis química , Pirroles/química , Relación Estructura-Actividad
11.
J Med Chem ; 64(15): 10849-10877, 2021 08 12.
Artículo en Inglés | MEDLINE | ID: mdl-34264658

RESUMEN

CAMKK2 is a serine/threonine kinase and an activator of AMPK whose dysregulation is linked with multiple diseases. Unfortunately, STO-609, the tool inhibitor commonly used to probe CAMKK2 signaling, has limitations. To identify promising scaffolds as starting points for the development of high-quality CAMKK2 chemical probes, we utilized a hinge-binding scaffold hopping strategy to design new CAMKK2 inhibitors. Starting from the potent but promiscuous disubstituted 7-azaindole GSK650934, a total of 32 compounds, composed of single-ring, 5,6-, and 6,6-fused heteroaromatic cores, were synthesized. The compound set was specifically designed to probe interactions with the kinase hinge-binding residues. Compared to GSK650394 and STO-609, 13 compounds displayed similar or better CAMKK2 inhibitory potency in vitro, while compounds 13g and 45 had improved selectivity for CAMKK2 across the kinome. Our systematic survey of hinge-binding chemotypes identified several potent and selective inhibitors of CAMKK2 to serve as starting points for medicinal chemistry programs.


Asunto(s)
Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina/antagonistas & inhibidores , Calcio/farmacología , Calmodulina/farmacología , Inhibidores de Proteínas Quinasas/farmacología , Calcio/química , Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina/metabolismo , Calmodulina/química , Relación Dosis-Respuesta a Droga , Humanos , Estructura Molecular , Inhibidores de Proteínas Quinasas/síntesis química , Inhibidores de Proteínas Quinasas/química , Relación Estructura-Actividad
12.
RSC Med Chem ; 12(1): 103-109, 2021 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-34046602

RESUMEN

Mycobacterium ulcerans is the causative agent of Buruli ulcer, a debilitating chronic disease that mainly affects the skin. Current treatments for Buruli ulcer are efficacious, but rely on the use of antibiotics with severe side effects. The enzyme dihydrofolate reductase (DHFR) plays a critical role in the de novo biosynthesis of folate species and is a validated target for several antimicrobials. Here we describe the biochemical and structural characterization of M. ulcerans DHFR and identified P218, a safe antifolate compound in clinical evaluation for malaria, as a potent inhibitor of this enzyme. We expect our results to advance M. ulcerans DHFR as a target for future structure-based drug discovery campaigns.

13.
Trends Parasitol ; 37(5): 367-369, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33773911

RESUMEN

Our understanding of regulatory factors in Leishmania differentiation has long been restricted by the available genetic tools, but the availability of CRISPR/Cas9 has changed the landscape forever. Recently, Baker and Catta-Preta et al. applied Cas9 editing and kinome-wide bar-seq to dissect the function of 204 kinases in the Leishmania mexicana life cycle.


Asunto(s)
Leishmania , Animales , Sistemas CRISPR-Cas , Leishmania/genética , Estadios del Ciclo de Vida
14.
Int J Mol Sci ; 21(21)2020 Nov 02.
Artículo en Inglés | MEDLINE | ID: mdl-33147789

RESUMEN

This paper focuses on new derivatives bearing an oxetane group to extend accessible chemical space for further identification of kinase inhibitors. The ability to modulate kinase activity represents an important therapeutic strategy for the treatment of human illnesses. Known as a nonclassical isoster of the carbonyl group, due to its high polarity and great ability to function as an acceptor of hydrogen bond, oxetane seems to be an attractive and underexplored structural motif in medicinal chemistry.


Asunto(s)
Éteres Cíclicos/farmacología , Estructura Molecular , Enfermedades Autoinmunes/tratamiento farmacológico , Química Orgánica , Electrones , Éteres Cíclicos/química , Humanos , Enlace de Hidrógeno , Concentración 50 Inhibidora , Espectroscopía de Resonancia Magnética , Modelos Químicos , Fenol/química , Estereoisomerismo , Relación Estructura-Actividad
15.
Mitochondrion ; 53: 109-120, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32439620

RESUMEN

The biological function of plant mitochondrial uncoupling proteins (pUCPs) has been a matter of considerable controversy. For example, the pUCP capacity to uncouple respiration from ATP synthesis in vivo has never been fully acknowledged, in contrast to the mammalian UCP1 (mUCP1) role in uncoupling respiration-mediated thermogenesis. Interestingly, both pUCPs and mUCPs have been associated with stress response and metabolic perturbations. Some central questions that remain are how pUCPs and mUCPs compare in biochemical properties, molecular structure and cell biology under physiological and metabolically perturbed conditions. This review takes advantage of the large amount of data available for mUCPs to review the biochemical properties, 3D structure models and potential physiological roles of pUCPs during plant development and response to stress. The biochemical properties and structure of pUCPs are revisited in light of the recent findings that pUCPs catalyse the transport of metabolites across the mitochondrial inner membrane and the resolved mUCP2 protein structure. Additionally, transcriptional regulation and co-expression networks of UCP orthologues across species are analysed, taking advantage of publicly available curated experimental datasets. Taking these together, the biological roles of pUCPs are analysed in the context of their potential roles in thermogenesis, ROS production, cell signalling and the regulation of plant cellular bioenergetics. Finally, pUCPs biological function is discussed in the context of their potential role in protecting against environmental stresses.


Asunto(s)
Proteínas Desacopladoras Mitocondriales/química , Proteínas Desacopladoras Mitocondriales/metabolismo , Plantas/metabolismo , Metabolismo Energético , Regulación de la Expresión Génica de las Plantas , Modelos Moleculares , Desarrollo de la Planta , Proteínas de Plantas/química , Proteínas de Plantas/metabolismo , Conformación Proteica , Estrés Fisiológico
16.
ACS Med Chem Lett ; 11(3): 340-345, 2020 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-32184967

RESUMEN

Inhibitors based on a 3-acylaminoindazole scaffold were synthesized to yield potent dual AAK1/BMP2K inhibitors. Optimization furnished a small molecule chemical probe (SGC-AAK1-1, 25) that is potent and selective for AAK1/BMP2K over other NAK family members, demonstrates narrow activity in a kinome-wide screen, and is functionally active in cells. This inhibitor represents one of the best available small molecule tools to study the functions of AAK1 and BMP2K.

17.
Molecules ; 25(2)2020 Jan 13.
Artículo en Inglés | MEDLINE | ID: mdl-31941153

RESUMEN

The calcium/calmodulin-dependent protein kinase kinase 2 (CAMKK2) activates CAMK1, CAMK4, AMPK, and AKT, leading to numerous physiological responses. The deregulation of CAMKK2 is linked to several diseases, suggesting the utility of CAMKK2 inhibitors for oncological, metabolic and inflammatory indications. In this work, we demonstrate that STO-609, frequently described as a selective inhibitor for CAMKK2, potently inhibits a significant number of other kinases. Through an analysis of literature and public databases, we have identified other potent CAMKK2 inhibitors and verified their activities in differential scanning fluorimetry and enzyme inhibition assays. These inhibitors are potential starting points for the development of selective CAMKK2 inhibitors and will lead to tools that delineate the roles of this kinase in disease biology.


Asunto(s)
Bencimidazoles/química , Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina , Naftalimidas/química , Inhibidores de Proteínas Quinasas/química , Animales , Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina/antagonistas & inhibidores , Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina/química , Humanos
18.
Sci Rep ; 9(1): 16452, 2019 11 11.
Artículo en Inglés | MEDLINE | ID: mdl-31712618

RESUMEN

Calcium/Calmodulin-dependent Protein Kinase Kinase 2 (CAMKK2) acts as a signaling hub, receiving signals from various regulatory pathways and decoding them via phosphorylation of downstream protein kinases - such as AMPK (AMP-activated protein kinase) and CAMK types I and IV. CAMKK2 relevance is highlighted by its constitutive activity being implicated in several human pathologies. However, at present, there are no selective small-molecule inhibitors available for this protein kinase. Moreover, CAMKK2 and its closest human homolog, CAMKK1, are thought to have overlapping biological roles. Here we present six new co-structures of potent ligands bound to CAMKK2 identified from a library of commercially-available kinase inhibitors. Enzyme assays confirmed that most of these compounds are equipotent inhibitors of both human CAMKKs and isothermal titration calorimetry (ITC) revealed that binding to some of these molecules to CAMKK2 is enthalpy driven. We expect our results to advance current efforts to discover small molecule kinase inhibitors selective to each human CAMKK.


Asunto(s)
Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina/química , Inhibidores de Proteínas Quinasas/química , Animales , Quinasa de la Proteína Quinasa Dependiente de Calcio-Calmodulina/antagonistas & inhibidores , Descubrimiento de Drogas , Humanos , Ligandos , Conformación Molecular , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Unión Proteica , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Recombinantes , Relación Estructura-Actividad
19.
Front Plant Sci ; 10: 1105, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31620147

RESUMEN

Resistance to drought stress is fundamental to plant survival and development. Abscisic acid (ABA) is one of the major hormones involved in different types of abiotic and biotic stress responses. ABA intracellular signaling has been extensively explored in Arabidopsis thaliana and occurs via a phosphorylation cascade mediated by three related protein kinases, denominated SnRK2s (SNF1-related protein kinases). However, the role of ABA signaling and the biochemistry of SnRK2 in crop plants remains underexplored. Considering the importance of the ABA hormone in abiotic stress tolerance, here we investigated the regulatory mechanism of sugarcane SnRK2s-known as stress/ABA-activated protein kinases (SAPKs). The crystal structure of ScSAPK10 revealed the characteristic SnRK2 family architecture, in which the regulatory SnRK2 box interacts with the kinase domain αC helix. To study sugarcane SnRK2 regulation, we produced a series of mutants for the protein regulatory domains SnRK2 box and ABA box. Mutations in ScSAPK8 SnRK2 box aimed at perturbing its interaction with the protein kinase domain reduced protein kinase activity in vitro. On the other hand, mutations to ScSAPK ABA box did not impact protein kinase activity but did alter the protein autophosphorylation pattern. Taken together, our results demonstrate that both SnRK2 and ABA boxes might play a role in sugarcane SnRK2 function.

20.
ACS Med Chem Lett ; 10(9): 1266-1271, 2019 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-31531195

RESUMEN

Vaccinia-related kinases 1 and 2 (VRK1 and VRK2) are human Ser/Thr protein kinases associated with increased cell division and neurological disorders. Nevertheless, the cellular functions of these proteins are not fully understood. Despite their therapeutic potential, there are no potent and specific inhibitors available for VRK1 or VRK2. We report here the discovery and elaboration of an aminopyridine scaffold as a basis for VRK1 and VRK2 inhibitors. The most potent compound for VRK1 (26) displayed an IC50 value of 150 nM and was fairly selective in a panel of 48 human kinases (selectivity score S(50%) of 0.04). Differences in compound binding mode and substituent preferences between the two VRKs were identified by the structure-activity relationship combined with the crystallographic analysis of key compounds. We expect our results to serve as a starting point for the design of more specific and potent inhibitors against each of the two VRKs.

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