1
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Sugawara T, Nevedomskaya E, Heller S, Böhme A, Lesche R, von Ahsen O, Grünewald S, Nguyen HM, Corey E, Baumgart SJ, Georgi V, Pütter V, Fernández‐Montalván A, Vasta JD, Robers MB, Politz O, Mumberg D, Haendler B. Dual targeting of the androgen receptor and PI3K/AKT/mTOR pathways in prostate cancer models improves antitumor efficacy and promotes cell apoptosis. Mol Oncol 2024; 18:726-742. [PMID: 38225213 PMCID: PMC10920092 DOI: 10.1002/1878-0261.13577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 11/27/2023] [Accepted: 12/27/2023] [Indexed: 01/17/2024] Open
Abstract
Prostate cancer is a frequent malignancy in older men and has a very high 5-year survival rate if diagnosed early. The prognosis is much less promising if the tumor has already spread outside the prostate gland. Targeted treatments mainly aim at blocking androgen receptor (AR) signaling and initially show good efficacy. However, tumor progression due to AR-dependent and AR-independent mechanisms is often observed after some time, and novel treatment strategies are urgently needed. Dysregulation of the PI3K/AKT/mTOR pathway in advanced prostate cancer and its implication in treatment resistance has been reported. We compared the impact of PI3K/AKT/mTOR pathway inhibitors with different selectivity profiles on in vitro cell proliferation and on caspase 3/7 activation as a marker for apoptosis induction, and observed the strongest effects in the androgen-sensitive prostate cancer cell lines VCaP and LNCaP. Combination treatment with the AR inhibitor darolutamide led to enhanced apoptosis in these cell lines, the effects being most pronounced upon cotreatment with the pan-PI3K inhibitor copanlisib. A subsequent transcriptomic analysis performed in VCaP cells revealed that combining darolutamide with copanlisib impacted gene expression much more than individual treatment. A comprehensive reversal of the androgen response and the mTORC1 transcriptional programs as well as a marked induction of DNA damage was observed. Next, an in vivo efficacy study was performed using the androgen-sensitive patient-derived prostate cancer (PDX) model LuCaP 35 and a superior efficacy was observed after the combined treatment with copanlisib and darolutamide. Importantly, immunohistochemistry analysis of these treated tumors showed increased apoptosis, as revealed by elevated levels of cleaved caspase 3 and Bcl-2-binding component 3 (BBC3). In conclusion, these data demonstrate that concurrent blockade of the PI3K/AKT/mTOR and AR pathways has superior antitumor efficacy and induces apoptosis in androgen-sensitive prostate cancer cell lines and PDX models.
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Affiliation(s)
- Tatsuo Sugawara
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
| | | | | | | | | | | | | | | | - Eva Corey
- Department of UrologyUniversity of WashingtonSeattleWAUSA
| | - Simon J. Baumgart
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
| | - Victoria Georgi
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
| | - Vera Pütter
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
| | - Amaury Fernández‐Montalván
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
- Present address:
Boehringer Ingelheim Pharma GmbH & Co. KGBiberach an der RißGermany
| | | | | | - Oliver Politz
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
| | - Dominik Mumberg
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
- Present address:
Adcento ApSCopenhagenDenmark
| | - Bernard Haendler
- Bayer AG, Pharmaceuticals, Research & Early Development OncologyBerlinGermany
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2
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Teske KA, Corona C, Wilkinson J, Mamott D, Good DA, Zambrano D, Lazar DF, Cali JJ, Robers MB, O'Brien MA. Interrogating direct NLRP3 engagement and functional inflammasome inhibition using cellular assays. Cell Chem Biol 2024; 31:349-360.e6. [PMID: 37858335 DOI: 10.1016/j.chembiol.2023.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 07/20/2023] [Accepted: 09/25/2023] [Indexed: 10/21/2023]
Abstract
As a key regulator of the innate immune system, the NLRP3 inflammasome responds to a variety of environmental insults through activation of caspase-1 and release of the proinflammatory cytokines IL-1β and IL-18. Aberrant NLRP3 inflammasome function is implicated in numerous inflammatory diseases, spurring drug discovery efforts at NLRP3 as a therapeutic target. A diverse array of small molecules is undergoing preclinical/clinical evaluation with a reported mode of action involving direct modulation of the NLRP3 pathway. However, for a subset of these ligands the functional link between live-cell target engagement and pathway inhibition has yet to be fully established. Herein we present a cohort of mechanistic assays to both query direct NLRP3 engagement in cells, and functionally interrogate different nodes of NLRP3 pathway activity. This system enabled the stratification of potency for five confirmed NLRP3 inhibitors, and identification of two reported NLRP3 inhibitors that failed to demonstrate direct pathway antagonism.
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Affiliation(s)
- Kelly A Teske
- Promega Corporation, Research & Development, Madison, WI 53711, USA
| | - Cesear Corona
- Promega Corporation, Research & Development, San Luis Obispo, CA 93401, USA
| | | | - Daniel Mamott
- Promega Corporation, Research & Development, Madison, WI 53711, USA
| | - David A Good
- Promega Corporation, Research & Development, San Luis Obispo, CA 93401, USA
| | - Delia Zambrano
- Promega Corporation, Research & Development, San Luis Obispo, CA 93401, USA
| | - Dan F Lazar
- Promega Corporation, Research & Development, Madison, WI 53711, USA
| | - James J Cali
- Promega Corporation, Research & Development, Madison, WI 53711, USA
| | - Matthew B Robers
- Promega Corporation, Research & Development, Madison, WI 53711, USA.
| | - Martha A O'Brien
- Promega Corporation, Research & Development, Madison, WI 53711, USA.
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3
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Vasta JD, Michaud A, Aaron Crapster J, Robers MB. A Method to Conditionally Measure Target Engagement at Intracellular RAS and RAF Complexes. Methods Mol Biol 2024; 2797:287-297. [PMID: 38570468 DOI: 10.1007/978-1-0716-3822-4_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
Dysfunction of the RAS/mitogen-activated protein kinase (MAPK) pathway is a common driver of human cancers. As such, both the master regulator of the pathway, RAS, and its proximal kinase effectors, RAFs, have been of interest as drug targets for decades. Importantly, signaling within the RAS/MAPK pathway is highly coordinated due to the formation of a higher-order complex called the RAS/RAF signalosome, which may minimally contain dimers of both RAS and RAF protomers. In the disease state, RAS and RAF assemble in homo- and/or heterodimeric forms. Traditionally, drug development campaigns for both RAS and RAF have utilized biochemical assays of purified recombinant protein. As these assays do not query the RAS or RAF proteins in their full-length and complexed forms in cells, potency results collected using these assays have often failed to correlate with inhibition of the MAPK pathway. To more accurately quantify engagement at this signaling components, we present a bioluminescence resonance energy transfer (BRET)-based method to conditionally measure target engagement at individual protomers within the RAS/RAF signalosome in live cells.
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4
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Vasta JD, Michaud A, Zimprich CA, Beck MT, Swiatnicki MR, Zegzouti H, Thomas MR, Wilkinson J, Crapster JA, Robers MB. Protomer selectivity of type II RAF inhibitors within the RAS/RAF complex. Cell Chem Biol 2023; 30:1354-1365.e6. [PMID: 37643616 DOI: 10.1016/j.chembiol.2023.07.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 05/12/2023] [Accepted: 07/31/2023] [Indexed: 08/31/2023]
Abstract
RAF dimer inhibitors offer therapeutic potential in RAF- and RAS-driven cancers. The utility of such drugs is predicated on their capacity to occupy both RAF protomers in the RAS-RAF signaling complex. Here we describe a method to conditionally quantify drug-target occupancy at selected RAF protomers within an active RAS-RAF complex in cells. RAF target engagement can be measured in the presence or absence of any mutant KRAS allele, enabling the high-affinity state of RAF dimer inhibitors to be quantified in the cellular milieu. The intracellular protomer selectivity of clinical-stage type II RAF inhibitors revealed that ARAF protomer engagement, but not engagement of BRAF or CRAF, is commensurate with inhibition of MAPK signaling in various mutant RAS cell lines. Our results support a fundamental role for ARAF in mutant RAS signaling and reveal poor ARAF protomer vulnerability for a cohort of RAF inhibitors undergoing clinical evaluation.
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5
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Teske KA, Su W, Corona CR, Wen J, Deng J, Ping Y, Zhang Z, Zhang Q, Wilkinson J, Beck MT, Nealey KR, Vasta JD, Cong M, Meisenheimer PL, Kuai L, Robers MB. DELs enable the development of BRET probes for target engagement studies in cells. Cell Chem Biol 2023; 30:987-998.e24. [PMID: 37490918 DOI: 10.1016/j.chembiol.2023.06.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/12/2023] [Accepted: 06/19/2023] [Indexed: 07/27/2023]
Abstract
DNA-encoded libraries (DELs) provide unmatched chemical diversity and starting points for novel drug modalities. Here, we describe a workflow that exploits the bifunctional attributes of DEL ligands as a platform to generate BRET probes for live cell target engagement studies. To establish proof of concept, we performed a DEL screen using aurora kinase A and successfully converted aurora DEL ligands as cell-active BRET probes. Aurora BRET probes enabled the validation and stratification of the chemical series identified from primary selection data. Furthermore, we have evaluated the effective repurposing of pre-existing DEL screen data to find suitable leads for BRET probe development. Our findings support the use of DEL workflows as an engine to create cell-active BRET probes independent of structure or compound SAR. The combination of DEL and BRET technology accelerates hit-to-lead studies in a live cell setting.
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Affiliation(s)
- Kelly A Teske
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Wenji Su
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China
| | - Cesear R Corona
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, CA 93401, USA
| | - Jing Wen
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China
| | - Jason Deng
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China
| | - Yan Ping
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China
| | - Zaihong Zhang
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China
| | - Qi Zhang
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China
| | | | - Michael T Beck
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Kendra R Nealey
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - James D Vasta
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Mei Cong
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | | | - Letian Kuai
- WuXi AppTec Headquarters, 288 Fute Shong Road Waigaopqiao Free Trade Zone, Pudong District, Shanghai 200131, China.
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA.
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6
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Yang X, Smith JL, Beck MT, Wilkinson JM, Michaud A, Vasta JD, Robers MB, Willson TM. Development of Cell Permeable NanoBRET Probes for the Measurement of PLK1 Target Engagement in Live Cells. Molecules 2023; 28:molecules28072950. [PMID: 37049713 PMCID: PMC10095950 DOI: 10.3390/molecules28072950] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 03/15/2023] [Accepted: 03/22/2023] [Indexed: 03/29/2023] Open
Abstract
PLK1 is a protein kinase that regulates mitosis and is both an important oncology drug target and a potential antitarget of drugs for the DNA damage response pathway or anti-infective host kinases. To expand the range of live cell NanoBRET target engagement assays to include PLK1, we developed an energy transfer probe based on the anilino-tetrahydropteridine chemotype found in several selective PLK inhibitors. Probe 11 was used to configure NanoBRET target engagement assays for PLK1, PLK2, and PLK3 and measure the potency of several known PLK inhibitors. In-cell target engagement for PLK1 was in good agreement with the reported cellular potency for the inhibition of cell proliferation. Probe 11 enabled the investigation of the promiscuity of adavosertib, which had been described as a dual PLK1/WEE1 inhibitor in biochemical assays. Live cell target engagement analysis of adavosertib via NanoBRET demonstrated PLK activity at micromolar concentrations but only selective engagement of WEE1 at clinically relevant doses.
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Affiliation(s)
- Xuan Yang
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jeffery L. Smith
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michael T. Beck
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53719, USA (M.B.R.)
| | | | - Ani Michaud
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53719, USA (M.B.R.)
| | - James D. Vasta
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53719, USA (M.B.R.)
| | - Matthew B. Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53719, USA (M.B.R.)
| | - Timothy M. Willson
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Correspondence:
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7
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Yang X, Smith JL, Beck MT, Wilkinson JM, Michaud A, Vasta JD, Robers MB, Willson TM. Development of Cell Permeable NanoBRET Probes for the Measurement of PLK1 Target Engagement in Live Cells. bioRxiv 2023:2023.02.25.529946. [PMID: 36865333 PMCID: PMC9980182 DOI: 10.1101/2023.02.25.529946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
PLK1 is a protein kinase that regulates mitosis and is both an important oncology drug target and a potential anti target of drugs for the DNA damage response pathway or anti-infective host kinases. To expand the range of live cell NanoBRET target engagement assays to include PLK1 we developed an energy transfer probe based on the anilino-tetrahydropteridine chemotype found in several selective PLK inhibitors. Probe 11 was used to configure NanoBRET target engagement assays for PLK1, PLK2, and PLK3 and measure the potency of several known PLK inhibitors. In cell target engagement for PLK1 was in good agreement with the reported cellular potency for inhibition of cell proliferation. Probe 11 enabled investigation of the promiscuity of adavosertib, which had been described as a dual PLK1/WEE1 inhibitor in biochemical assays. Live cell target engagement analysis of adavosertib by NanoBRET demonstrated PLK activity at micromolar concentrations but only selective engagement of WEE1 at clinically relevant doses.
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Affiliation(s)
- Xuan Yang
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jeffery L. Smith
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michael T. Beck
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | | | - Ani Michaud
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - James D. Vasta
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Matthew B. Robers
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Timothy M. Willson
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Correspondence:
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8
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Nieman AN, Dunn Hoffman KK, Dominguez ER, Wilkinson J, Vasta JD, Robers MB, Lam N. NanoBRET™ Live-Cell Kinase Selectivity Profiling Adapted for High-Throughput Screening. Methods Mol Biol 2023; 2706:97-124. [PMID: 37558944 DOI: 10.1007/978-1-0716-3397-7_8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Kinases represent one of the most therapeutically tractable targets for drug discovery in the twenty-first century. However, confirming engagement and achieving intracellular kinase selectivity for small-molecule kinase inhibitors can represent noteworthy challenges. The NanoBRETTM platform enables broad-spectrum live-cell kinase selectivity profiling in most laboratory settings, without advanced instrumentation or expertise. However, the prototype workflow for this selectivity profiling is currently limited to manual liquid handling and 96-well plates. Herein, we describe a scalable workflow with automation and acoustic dispensing, thus dramatically improving the throughput. Such adaptations enable profiling of larger compound sets against 192 full-length protein kinases in live cells, with statistical robustness supporting quantitative analysis.
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Affiliation(s)
| | | | | | | | | | | | - Ngan Lam
- Promega Corporation, Madison, WI, USA.
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9
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Schwalm MP, Berger LM, Meuter MN, Vasta JD, Corona CR, Röhm S, Berger BT, Farges F, Beinert SM, Preuss F, Morasch V, Rogov VV, Mathea S, Saxena K, Robers MB, Müller S, Knapp S. A Toolbox for the Generation of Chemical Probes for Baculovirus IAP Repeat Containing Proteins. Front Cell Dev Biol 2022; 10:886537. [PMID: 35721509 PMCID: PMC9204419 DOI: 10.3389/fcell.2022.886537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/29/2022] [Indexed: 12/12/2022] Open
Abstract
E3 ligases constitute a large and diverse family of proteins that play a central role in regulating protein homeostasis by recruiting substrate proteins via recruitment domains to the proteasomal degradation machinery. Small molecules can either inhibit, modulate or hijack E3 function. The latter class of small molecules led to the development of selective protein degraders, such as PROTACs (PROteolysis TArgeting Chimeras), that recruit protein targets to the ubiquitin system leading to a new class of pharmacologically active drugs and to new therapeutic options. Recent efforts have focused on the E3 family of Baculovirus IAP Repeat (BIR) domains that comprise a structurally conserved but diverse 70 amino acid long protein interaction domain. In the human proteome, 16 BIR domains have been identified, among them promising drug targets such as the Inhibitors of Apoptosis (IAP) family, that typically contain three BIR domains (BIR1, BIR2, and BIR3). To date, this target area lacks assay tools that would allow comprehensive evaluation of inhibitor selectivity. As a consequence, the selectivity of current BIR domain targeting inhibitors is unknown. To this end, we developed assays that allow determination of inhibitor selectivity in vitro as well as in cellulo. Using this toolbox, we have characterized available BIR domain inhibitors. The characterized chemical starting points and selectivity data will be the basis for the generation of new chemical probes for IAP proteins with well-characterized mode of action and provide the basis for future drug discovery efforts and the development of PROTACs and molecular glues.
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Affiliation(s)
- Martin P Schwalm
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Lena M Berger
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Maximilian N Meuter
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany
| | | | | | - Sandra Röhm
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Benedict-Tilman Berger
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Frederic Farges
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany
| | - Sebastian M Beinert
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany
| | - Franziska Preuss
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Viktoria Morasch
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Vladimir V Rogov
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Sebastian Mathea
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Krishna Saxena
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | | | - Susanne Müller
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - Stefan Knapp
- Department of Biochemistry, Chemistry and Pharmacy, Institute for Pharmaceutical Chemistry, Goethe University, Frankfurt, Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
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10
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Li Z, Ishida R, Liu Y, Wang J, Li Y, Gao Y, Jiang J, Che J, Sheltzer JM, Robers MB, Zhang T, Westover KD, Nabet B, Gray NS. Synthesis and Structure-Activity relationships of cyclin-dependent kinase 11 inhibitors based on a diaminothiazole scaffold. Eur J Med Chem 2022; 238:114433. [PMID: 35597007 PMCID: PMC9477540 DOI: 10.1016/j.ejmech.2022.114433] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/27/2022] [Accepted: 04/29/2022] [Indexed: 12/16/2022]
Abstract
Cyclin-dependent kinases (CDK) are attractive targets for drug discovery due to their wide range of cellular functions. CDK11 is an understudied CDK with roles in transcription and splicing, cell cycle regulation, neuronal function, and apoptosis. In this study, we describe a medicinal chemistry campaign to identify a CDK11 inhibitor. Employing a promising but nonselective CDK11-targeting scaffold (JWD-047), extensive structure-guided medicinal chemistry modifications led to the identification of ZNL-05-044. A combination of biochemical evaluations and NanoBRET cellular assays for target engagement guided the SAR towards a 2,4-diaminothiazoles CDK11 probe with significantly improved kinome-wide selectivity over JWD-047. CDK11 inhibition with ZNL-05-044 leads to G2/M cell cycle arrest, consistent with prior work evaluating OTS964, and impacts CDK11-dependent mRNA splicing in cells. Together, ZNL-05-044 serves as a tool compound for further optimization and interrogation of the consequences of CDK11 inhibition.
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Affiliation(s)
- Zhengnian Li
- Chemical and Systems Biology, Chem-H, Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA
| | - Ryosuke Ishida
- Chemical and Systems Biology, Chem-H, Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA
| | - Yan Liu
- Department of Biochemistry, The University of Texas Southwestern Medical Center at Dallas, Dallas, TX, USA; Department of Radiation Oncology, The University of Texas Southwestern Medical Center at Dallas, Dallas, TX, USA
| | - Jinhua Wang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Yina Li
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Yang Gao
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Jie Jiang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Jianwei Che
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | | | | | - Tinghu Zhang
- Chemical and Systems Biology, Chem-H, Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA
| | - Kenneth D Westover
- Department of Biochemistry, The University of Texas Southwestern Medical Center at Dallas, Dallas, TX, USA; Department of Radiation Oncology, The University of Texas Southwestern Medical Center at Dallas, Dallas, TX, USA
| | - Behnam Nabet
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
| | - Nathanael S Gray
- Chemical and Systems Biology, Chem-H, Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA.
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11
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Wittlinger F, Heppner DE, To C, Günther M, Shin BH, Rana JK, Schmoker AM, Beyett TS, Berger LM, Berger BT, Bauer N, Vasta JD, Corona CR, Robers MB, Knapp S, Jänne PA, Eck MJ, Laufer SA. Design of a "Two-in-One" Mutant-Selective Epidermal Growth Factor Receptor Inhibitor That Spans the Orthosteric and Allosteric Sites. J Med Chem 2022; 65:1370-1383. [PMID: 34668706 PMCID: PMC9255384 DOI: 10.1021/acs.jmedchem.1c00848] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Inhibitors targeting the epidermal growth factor receptor (EGFR) are an effective therapy for patients with non-small cell lung cancer harboring drug-sensitive activating mutations in the EGFR kinase domain. Drug resistance due to treatment-acquired mutations has motivated the development of successive generations of inhibitors that bind in the ATP site. The third-generation agent osimertinib is now a first-line treatment for this disease. Recently, allosteric inhibitors have been developed to overcome drug-resistant mutations that confer a resistance to osimertinib. Here, we present the structure-guided design and synthesis of a mutant-selective lead compound, which consists of a pyridinyl imidazole-fused benzylisoindolinedione scaffold that simultaneously occupies the orthosteric and allosteric sites. The compound potently inhibits enzymatic activity in L858R/T790M/C797S mutant EGFR (4.9 nM), with a significantly lower activity for wild-type EGFR (47 nM). Additionally, this compound achieves modest cetuximab-independent and mutant-selective cellular efficacies on the L858R (1.2 μM) and L858R/T790M (4.4 μM) variants.
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Affiliation(s)
- Florian Wittlinger
- Institute for Pharmaceutical Sciences Eberhard-Karls-Universität Tübingen, Auf der Morgenstelle 8, 72076 Tübingen
| | - David E. Heppner
- Department of Cancer Biology, Dana-Farber Cancer Institute, Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA),Current Address: Department of Chemistry, University at Buffalo, State University of New York, 515 Natural Science Complex, Buffalo, NY 14260-3000
| | - Ciric To
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Marcel Günther
- Institute for Pharmaceutical Sciences Eberhard-Karls-Universität Tübingen, Auf der Morgenstelle 8, 72076 Tübingen
| | - Bo Hee Shin
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Jaimin K. Rana
- Department of Cancer Biology, Dana-Farber Cancer Institute, Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Anna M. Schmoker
- Department of Cancer Biology, Dana-Farber Cancer Institute, Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Tyler S. Beyett
- Department of Cancer Biology, Dana-Farber Cancer Institute, Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Lena M. Berger
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | - Benedict-Tilman Berger
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | - Nicolas Bauer
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | - James D. Vasta
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Cesear R. Corona
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Matthew B. Robers
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Stefan Knapp
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | - Pasi A. Jänne
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA),Belfer Center for Applied Cancer Science, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Michael J. Eck
- Department of Cancer Biology, Dana-Farber Cancer Institute, Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Longwood Center, 360 Longwood Avenue, Boston, MA 02215 (USA)
| | - Stefan A. Laufer
- Institute for Pharmaceutical Sciences Eberhard-Karls-Universität Tübingen, Auf der Morgenstelle 8, 72076 Tübingen,Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Germany,Tübingen Center for Academic Drug Discovery & Development (TüCAD2), 72076 Tübingen, Germany
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12
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Rangwala AM, Berger BT, Robers MB, Knapp S, Seeliger MA. Resistance to kinase inhibition through shortened target engagement. Mol Cell Oncol 2022; 9:2029999. [PMID: 35252553 PMCID: PMC8890393 DOI: 10.1080/23723556.2022.2029999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Imatinib, a selective inhibitor of the breakpoint cluster region (BCR)-ABL kinase, is the poster child for targeted cancer therapeutics. However, its efficacy is limited by resistance mutations. Using a quantitative bioluminescence resonance energy transfer assay in living cells, we identified ABL kinase mutations that could cause imatinib resistance by altering drug residence time.
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Affiliation(s)
- Aziz M. Rangwala
- Department of Pharmacological Sciences, Stony Brook University Renaissance School of Medicine, Stony Brook, NY, USA
| | - Benedict-Tilman Berger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Matthew B. Robers
- Research and Development Department, Promega Corporation, Fitchburg, WI, USA
| | - Stefan Knapp
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Markus A. Seeliger
- Department of Pharmacological Sciences, Stony Brook University Renaissance School of Medicine, Stony Brook, NY, USA
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13
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Robers MB, Wilkinson JM, Vasta JD, Berger LM, Berger BT, Knapp S. Single tracer-based protocol for broad-spectrum kinase profiling in live cells with NanoBRET. STAR Protoc 2021; 2:100822. [PMID: 34568844 PMCID: PMC8449129 DOI: 10.1016/j.xpro.2021.100822] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
This protocol is used to profile the engagement of kinase inhibitors across nearly 200 kinases in a live-cell context. This protocol utilizes one single kinase tracer (NanoBRET(TM) Tracer K10) that operates quantitatively at four different concentrations. Minimizing the number of tracers offers a significant workflow improvement over the previous protocol that utilized a combination of 6 tracers. Each NanoBRET(TM) kinase assay is built using commercially available plasmids and has been optimized for NanoLuc tagging orientation, diluent DNA, and tracer concentration. For complete details on the use and execution of this protocol, please refer to Vasta et al. (2018). Target engagement is quantified against 192 full-length kinases in intact cells The method uses a single BRET tracer, at 4 different operating concentrations This method is simple and can be executed using common lab equipment Engagement selectivity differs in live cells vs cell free systems
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Affiliation(s)
- Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53719, USA
| | | | - James D Vasta
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53719, USA
| | - Lena M Berger
- Structural Genomics Consortium, Goethe University Frankfurt, Buchmann Institute for Molecular Life Sciences, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany; Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Buchmann Institute for Molecular Life Sciences, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany
| | - Benedict-Tilman Berger
- Structural Genomics Consortium, Goethe University Frankfurt, Buchmann Institute for Molecular Life Sciences, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany; Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Buchmann Institute for Molecular Life Sciences, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany
| | - Stefan Knapp
- Structural Genomics Consortium, Goethe University Frankfurt, Buchmann Institute for Molecular Life Sciences, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany; Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Buchmann Institute for Molecular Life Sciences, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany
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14
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Shen S, Picci C, Ustinova K, Benoy V, Kutil Z, Zhang G, Tavares MT, Pavlíček J, Zimprich CA, Robers MB, Van Den Bosch L, Bařinka C, Langley B, Kozikowski AP. Tetrahydroquinoline-Capped Histone Deacetylase 6 Inhibitor SW-101 Ameliorates Pathological Phenotypes in a Charcot-Marie-Tooth Type 2A Mouse Model. J Med Chem 2021; 64:4810-4840. [PMID: 33830764 DOI: 10.1021/acs.jmedchem.0c02210] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Histone deacetylase 6 (HDAC6) is a promising therapeutic target for the treatment of neurodegenerative disorders. SW-100 (1a), a phenylhydroxamate-based HDAC6 inhibitor (HDAC6i) bearing a tetrahydroquinoline (THQ) capping group, is a highly potent and selective HDAC6i that was shown to be effective in mouse models of Fragile X syndrome and Charcot-Marie-Tooth disease type 2A (CMT2A). In this study, we report the discovery of a new THQ-capped HDAC6i, termed SW-101 (1s), that possesses excellent HDAC6 potency and selectivity, together with markedly improved metabolic stability and druglike properties compared to SW-100 (1a). X-ray crystallography data reveal the molecular basis of HDAC6 inhibition by SW-101 (1s). Importantly, we demonstrate that SW-101 (1s) treatment elevates the impaired level of acetylated α-tubulin in the distal sciatic nerve, counteracts progressive motor dysfunction, and ameliorates neuropathic symptoms in a CMT2A mouse model bearing mutant MFN2. Taken together, these results bode well for the further development of SW-101 (1s) as a disease-modifying HDAC6i.
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Affiliation(s)
- Sida Shen
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Cristina Picci
- School of Health, The University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| | - Kseniya Ustinova
- Institute of Biotechnology of the Czech Academy of Sciences, 252 50 Vestec, Czech Republic
| | - Veronick Benoy
- Laboratory of Neurobiology, Center for Brain & Disease (VIB) and Leuven Brain Institute (LBI), KU Leuven, B-3000 Leuven, Belgium
| | - Zsófia Kutil
- Institute of Biotechnology of the Czech Academy of Sciences, 252 50 Vestec, Czech Republic
| | - Guiping Zhang
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Maurício T Tavares
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Jiří Pavlíček
- Institute of Biotechnology of the Czech Academy of Sciences, 252 50 Vestec, Czech Republic
| | - Chad A Zimprich
- Promega Corporation, Madison, Wisconsin 53711, United States
| | | | - Ludo Van Den Bosch
- Laboratory of Neurobiology, Center for Brain & Disease (VIB) and Leuven Brain Institute (LBI), KU Leuven, B-3000 Leuven, Belgium
| | - Cyril Bařinka
- Institute of Biotechnology of the Czech Academy of Sciences, 252 50 Vestec, Czech Republic
| | - Brett Langley
- School of Health, The University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
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15
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Peier A, Ge L, Boyer N, Frost J, Duggal R, Biswas K, Edmondson S, Hermes JD, Yan L, Zimprich C, Sadruddin A, Kristal Kaan HY, Chandramohan A, Brown CJ, Thean D, Lee XE, Yuen TY, Ferrer-Gago FJ, Johannes CW, Lane DP, Sherborne B, Corona C, Robers MB, Sawyer TK, Partridge AW. NanoClick: A High Throughput, Target-Agnostic Peptide Cell Permeability Assay. ACS Chem Biol 2021; 16:293-309. [PMID: 33539064 DOI: 10.1021/acschembio.0c00804] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Macrocyclic peptides open new opportunities to target intracellular protein-protein interactions (PPIs) that are often considered nondruggable by traditional small molecules. However, engineering sufficient membrane permeability into these molecules is a central challenge for identifying clinical candidates. Currently, there is a lack of high-throughput assays to assess peptide permeability, which limits our capacity to engineer this property into macrocyclic peptides for advancement through drug discovery pipelines. Accordingly, we developed a high throughput and target-agnostic cell permeability assay that measures the relative cumulative cytosolic exposure of a peptide in a concentration-dependent manner. The assay was named NanoClick as it combines in-cell Click chemistry with an intracellular NanoBRET signal. We validated the approach using known cell penetrating peptides and further demonstrated a correlation to cellular activity using a p53/MDM2 model system. With minimal change to the peptide sequence, NanoClick enables the ability to measure uptake of molecules that enter the cell via different mechanisms such as endocytosis, membrane translocation, or passive permeability. Overall, the NanoClick assay can serve as a screening tool to uncover predictive design rules to guide structure-activity-permeability relationships in the optimization of functionally active molecules.
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Affiliation(s)
- Andrea Peier
- Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Lan Ge
- Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Nicolas Boyer
- Merck & Co., Inc., Boston, Massachusetts 02115, United States
| | - John Frost
- Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Ruchia Duggal
- Merck & Co., Inc., Boston, Massachusetts 02115, United States
| | - Kaustav Biswas
- Merck & Co., Inc., Boston, Massachusetts 02115, United States
| | - Scott Edmondson
- Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | | | - Lin Yan
- Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Chad Zimprich
- Promega Corporation, Madison, Wisconsin 53711, United States
| | | | | | | | - Christopher J. Brown
- Agency for Science, Technology and Research (A*STAR) Singapore 138665, Singapore
| | - Dawn Thean
- Agency for Science, Technology and Research (A*STAR) Singapore 138665, Singapore
| | - Xue Er Lee
- Agency for Science, Technology and Research (A*STAR) Singapore 138665, Singapore
| | - Tsz Ying Yuen
- Agency for Science, Technology and Research (A*STAR) Singapore 138665, Singapore
| | | | - Charles W. Johannes
- Agency for Science, Technology and Research (A*STAR) Singapore 138665, Singapore
| | - David P. Lane
- Agency for Science, Technology and Research (A*STAR) Singapore 138665, Singapore
| | - Brad Sherborne
- Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Cesear Corona
- Promega Biosciences Incorporated, San Luis Obispo, California 93401, United States
| | | | - Tomi K. Sawyer
- Merck & Co., Inc., Boston, Massachusetts 02115, United States
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16
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Vasta JD, Corona CR, Robers MB. A High-Throughput Method to Prioritize PROTAC Intracellular Target Engagement and Cell Permeability Using NanoBRET. Methods Mol Biol 2021; 2365:265-282. [PMID: 34432249 DOI: 10.1007/978-1-0716-1665-9_14] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Target engagement and cell permeation are important parameters that may limit the efficacy of proteolysis-targeting chimeras (PROTACs). Here, we present an approach that facilitates both the quantitation of PROTAC binding affinity for an E3 ligase of interest, as well as the assessment of relative intracellular availability. We present a panel of E3 ligase target engagement assays based upon the NanoBRET Target Engagement platform. Querying E3 ligase engagement under live-cell and permeabilized-cell conditions allow calculation of an availability index that can be used to rank order the intracellular availability of PROTACs. Here we present examples where the cellular availability of PROTACs and their monovalent precursors are prioritized using NanoBRET assays for CRBN or VHL E3 ligases.
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17
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Riching KM, Schwinn MK, Vasta JD, Robers MB, Machleidt T, Urh M, Daniels DL. CDK Family PROTAC Profiling Reveals Distinct Kinetic Responses and Cell Cycle-Dependent Degradation of CDK2. SLAS Discov 2020; 26:560-569. [PMID: 33190579 DOI: 10.1177/2472555220973602] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Targeted protein degradation using heterobifunctional proteolysis-targeting chimera (PROTAC) compounds, which recruit E3 ligase machinery to a target protein, is increasingly becoming an attractive pharmacologic strategy. PROTAC compounds are often developed from existing inhibitors, and assessing selectivity is critical for understanding on-target and off-target degradation. We present here an in-depth kinetic degradation study of the pan-kinase PROTAC, TL12-186, applied to 16 members of the cyclin-dependent kinase (CDK) family. Each CDK family member was endogenously tagged with the 11-amino-acid HiBiT peptide, allowing for live cell luminescent monitoring of degradation. Using this approach, we found striking differences and patterns in kinetic degradation rates, potencies, and Dmax values across the CDK family members. Analysis of the responses revealed that most of the CDKs showed rapid and near complete degradation, yet all cell cycle-associated CDKs (1, 2, 4, and 6) showed multimodal and partial degradation. Further mechanistic investigation of the key cell cycle protein CDK2 was performed and revealed CDK2 PROTAC-dependent degradation in unsynchronized or G1-arrested cells but minimal loss in S or G2/M arrest. The ability of CDK2 to form the PROTAC-mediated ternary complex with CRBN in only G1-arrested cells matched these trends, despite binding of CDK2 to TL12-186 in all phases. These data indicate that target subpopulation degradation can occur, dictated by the formation of the ternary complex. These studies additionally underscore the importance of profiling degradation compounds in cellular systems where complete pathways are intact and target proteins can be characterized in their relevant complexes.
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18
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Ferguson FM, Nabet B, Raghavan S, Liu Y, Leggett AL, Kuljanin M, Kalekar RL, Yang A, He S, Wang J, Ng RWS, Sulahian R, Li L, Poulin EJ, Huang L, Koren J, Dieguez-Martinez N, Espinosa S, Zeng Z, Corona CR, Vasta JD, Ohi R, Sim T, Kim ND, Harshbarger W, Lizcano JM, Robers MB, Muthaswamy S, Lin CY, Look AT, Haigis KM, Mancias JD, Wolpin BM, Aguirre AJ, Hahn WC, Westover KD, Gray NS. Discovery of a selective inhibitor of doublecortin like kinase 1. Nat Chem Biol 2020; 16:635-643. [PMID: 32251410 PMCID: PMC7246176 DOI: 10.1038/s41589-020-0506-0] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 02/05/2020] [Accepted: 02/24/2020] [Indexed: 12/16/2022]
Abstract
Doublecortin like kinase 1 (DCLK1) is an understudied kinase that is upregulated in a wide range of cancers, including pancreatic ductal adenocarcinoma (PDAC). However, little is known about its potential as a therapeutic target. We used chemoproteomic profiling and structure-based design to develop a selective, in vivo-compatible chemical probe of the DCLK1 kinase domain, DCLK1-IN-1. We demonstrate activity of DCLK1-IN-1 against clinically relevant patient-derived PDAC organoid models and use a combination of RNA-sequencing, proteomics and phosphoproteomics analysis to reveal that DCLK1 inhibition modulates proteins and pathways associated with cell motility in this context. DCLK1-IN-1 will serve as a versatile tool to investigate DCLK1 biology and establish its role in cancer.
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Affiliation(s)
- Fleur M Ferguson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Behnam Nabet
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Srivatsan Raghavan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Yan Liu
- Departments of Biochemistry and Radiation Oncology, the University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Alan L Leggett
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Miljan Kuljanin
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Radha L Kalekar
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Annan Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shuning He
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jinhua Wang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Raymond W S Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rita Sulahian
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lianbo Li
- Departments of Biochemistry and Radiation Oncology, the University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Emily J Poulin
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Ling Huang
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Jost Koren
- Department of Molecular and Human Genetics, Therapeutic Innovation Center Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Nora Dieguez-Martinez
- Departament de Bioquímica i Biologia Molecular & Institut de Neurociencies, Facultat de Medicina. Universitat Autonoma de Barcelona, Bellaterra, Spain
| | - Sergio Espinosa
- Departament de Bioquímica i Biologia Molecular & Institut de Neurociencies, Facultat de Medicina. Universitat Autonoma de Barcelona, Bellaterra, Spain
| | | | | | | | - Ryoma Ohi
- Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Taebo Sim
- Chemical Kinomics Research Center, Korea Institute of Science and Technology (KIST), Seoul, Republic of Korea and KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul, Republic of Korea
| | - Nam Doo Kim
- NDBio Therapeutics Inc, Incheon, Republic of Korea
| | - Wayne Harshbarger
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- GSK Vaccines, Rockville, MD, USA
| | - Jose M Lizcano
- Departament de Bioquímica i Biologia Molecular & Institut de Neurociencies, Facultat de Medicina. Universitat Autonoma de Barcelona, Bellaterra, Spain
| | | | - Senthil Muthaswamy
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Departments of Medicine and Pathology, Harvard Medical School, Boston, MA, USA
| | - Charles Y Lin
- Department of Molecular and Human Genetics, Therapeutic Innovation Center Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, USA
| | - A Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA
| | - Kevin M Haigis
- Cancer Research Institute and Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
- Harvard Digestive Disease Center, Harvard Medical School, Boston, MA, USA
| | - Joseph D Mancias
- Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Kenneth D Westover
- Departments of Biochemistry and Radiation Oncology, the University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA.
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19
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Robers MB, Friedman-Ohana R, Huber KVM, Kilpatrick L, Vasta JD, Berger BT, Chaudhry C, Hill S, Müller S, Knapp S, Wood KV. Quantifying Target Occupancy of Small Molecules Within Living Cells. Annu Rev Biochem 2020; 89:557-581. [PMID: 32208767 DOI: 10.1146/annurev-biochem-011420-092302] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The binding affinity and kinetics of target engagement are fundamental to establishing structure-activity relationships (SARs) for prospective therapeutic agents. Enhancing these binding parameters for operative targets, while minimizing binding to off-target sites, can translate to improved drug efficacy and a widened therapeutic window. Compound activity is typically assessed through modulation of an observed phenotype in cultured cells. Quantifying the corresponding binding properties under common cellular conditions can provide more meaningful interpretation of the cellular SAR analysis. Consequently, methods for assessing drug binding in living cells have advanced and are now integral to medicinal chemistry workflows. In this review, we survey key technological advancements that support quantitative assessments of target occupancy in cultured cells, emphasizing generalizable methodologies able to deliver analytical precision that heretofore required reductionist biochemical approaches.
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Affiliation(s)
- M B Robers
- Promega Corporation, Madison, Wisconsin 53711, USA; , ,
| | | | - K V M Huber
- Target Discovery Institute and Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, United Kingdom; .,Structural Genomics Consortium, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, United Kingdom
| | - L Kilpatrick
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, United Kingdom; , .,Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands NG7 2UH, United Kingdom
| | - J D Vasta
- Promega Corporation, Madison, Wisconsin 53711, USA; , ,
| | - B-T Berger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, 60438 Frankfurt, Germany; ,
| | - C Chaudhry
- Lead Discovery and Optimization, Bristol-Myers Squibb, Princeton, New Jersey 08648, USA;
| | - S Hill
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, United Kingdom; , .,Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands NG7 2UH, United Kingdom
| | - S Müller
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, 60438 Frankfurt, Germany; , .,Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe University Frankfurt, 60438 Frankfurt, Germany;
| | - S Knapp
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, 60438 Frankfurt, Germany; , .,Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe University Frankfurt, 60438 Frankfurt, Germany; .,German Cancer Network (DKTK), Frankfurt/Mainz, 60438 Frankfurt, Germany.,Frankfurt Cancer Institute (FCI), Goethe University, 60596 Frankfurt am Main, Germany
| | - K V Wood
- Promega Corporation, Madison, Wisconsin 53711, USA; , , .,Current affiliation: Light Bio, Inc., Mount Horeb, Wisconsin 53572, USA;
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20
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Inoue T, Emi A, Vasta JD, Robers MB, Kawase Y. Abstract C085: A new method to determine drug-target residence time of kinase inhibitors in living cells. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-c085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Recently, it has become clear that drug-target residence time, in addition to affinity, often drives pharmacodynamic activity and disease efficacy in vivo. In the aim of determining the dissociation properties of test compounds, the kinase field has traditionally utilized purified proteins in various competitive probe displacement formats. Using such detection formats, kinetic parameters of drug-target binding can be quantified using analytical approaches described by Motulsky and Mahan. While quantitative, such approaches may fail to translate with cellular efficacy due to reliance on pure proteins or protein fragments. Furthermore, these methods are generally not amenable to high-throughput analysis for exploring intracellular drug-target residence time. Thus, a simple and quantitative method to evaluate the residence time of compounds inside living cells is highly desirable. Method: The NanoBRET™ Target Engagement Intracellular Kinase Assay was employed to investigate the kinetics of target engagement for various test compounds in living cells. This method utilizes BRET (Bioluminescence Resonance Energy Transfer) in cells by molecular proximity of the NanoBRET™ Tracer to the NanoLuc® luciferase-fused kinase. Quantitative determination of both of apparent affinity as well as binding kinetics for unodified test compounds can be achieved by competitive displacement of the Tracer. Full-length BTK fused with the NanoLuc® luciferase was transiently transfected in HEK293 cells and the cells were incubated at 37°C, 5% CO2 overnight. Transfected cells were harvested and suspended in 1 ml of Assay Medium in a conical tube. After incubation with test compound for 2 hours, the cells were washed with Assay Medium to remove unbound compound. Dosing of test compounds was an approximately IC80-90 concentration unless otherwise specified. The cell suspension was dispensed into a 96-well plate and the NanoBRET™ Tracer K-4 or K-5 was added to the wells following the addition of the Nano-Glo® Substrate Solution. BRET was measured repeatedly with the Glomax® Discover Multimode Microplate Reader. Data were fitted to the one-phase association equation or the kinetic equation developed by Malany to obtain the dissociation rate constatns of test compounds. Results: The kinetic constants using tracer K-4 or K-5 were successfully quantitated in live cells using NanoBRET™. Though the kinetic constants as determined by simple kobs fitting using tracer K-4 or K-5 were different, the constants as determined using the Malany approach for each tracer were in gratifying agreement. The results determined using the Malany equation reveal suitable differentiation of residence time for the irreversible and reversible compounds. As expected, longer residence time was observed for the irreversible/covalent inhibitors. Some reversible inhibitors also showed protracted residence time, offering opportunities for durable target inhibition in cells. Conclusion: We propose the method by which the data in the compound wash-out experiments are fitted to the kinetic equation of Malany as a simple and quantitative method to determine intracellular residence time of kinase inhibitors.
Citation Format: Takeomi Inoue, Aki Emi, James D Vasta, Matthew B Robers, Yusuke Kawase. A new method to determine drug-target residence time of kinase inhibitors in living cells [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr C085. doi:10.1158/1535-7163.TARG-19-C085
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Affiliation(s)
| | - Aki Emi
- 1Carna Biosciences, Inc., Kobe
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21
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Ong LL, Vasta JD, Monereau L, Locke G, Ribeiro H, Pattoli MA, Skala S, Burke JR, Watterson SH, Tino JA, Meisenheimer PL, Arey B, Lippy J, Zhang L, Robers MB, Tebben A, Chaudhry C. A High-Throughput BRET Cellular Target Engagement Assay Links Biochemical to Cellular Activity for Bruton's Tyrosine Kinase. SLAS Discov 2019; 25:176-185. [PMID: 31709883 DOI: 10.1177/2472555219884881] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Protein kinases are intensely studied mediators of cellular signaling. While traditional biochemical screens are capable of identifying compounds that modulate kinase activity, these assays are limited in their capability of predicting compound behavior in a cellular environment. Here, we aim to bridge target engagement and compound-cellular phenotypic behavior by utilizing a bioluminescence resonance energy transfer (BRET) assay to characterize target occupancy within living cells for Bruton's tyrosine kinase (BTK). Using a diverse chemical set of BTK inhibitors, we determine intracellular engagement affinity profiles and successfully correlate these measurements with BTK cellular functional readouts. In addition, we leveraged the kinetic capability of this technology to gain insight into in-cell target residence time and the duration of target engagement, and to explore a structural hypothesis.
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Affiliation(s)
- L L Ong
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | - J D Vasta
- Promega Corporation, Madison, WI, USA
| | - L Monereau
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | - G Locke
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | - H Ribeiro
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | - M A Pattoli
- Immunoscience Discovery Biology, Bristol Myers Squibb, Princeton, NJ, USA
| | - S Skala
- Immunoscience Discovery Biology, Bristol Myers Squibb, Princeton, NJ, USA
| | - J R Burke
- Immunoscience Discovery Biology, Bristol Myers Squibb, Princeton, NJ, USA
| | - S H Watterson
- Immunosciences Discovery Chemistry, Bristol Myers Squibb, Princeton, NJ, USA
| | - J A Tino
- Immunosciences Discovery Chemistry, Bristol Myers Squibb, Princeton, NJ, USA
| | | | - B Arey
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | - J Lippy
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | - L Zhang
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
| | | | - A Tebben
- Molecular Structure and Design, Molecular Discovery Technologies, Bristol Myers Squibb, Princeton, NJ, USA
| | - C Chaudhry
- Leads Discovery and Optimization, Bristol Myers Squibb, Princeton, NJ, USA
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22
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Wagner FF, Benajiba L, Campbell AJ, Weïwer M, Sacher JR, Gale JP, Ross L, Puissant A, Alexe G, Conway A, Back M, Pikman Y, Galinsky I, DeAngelo DJ, Stone RM, Kaya T, Shi X, Robers MB, Machleidt T, Wilkinson J, Hermine O, Kung A, Stein AJ, Lakshminarasimhan D, Hemann MT, Scolnick E, Zhang YL, Pan JQ, Stegmaier K, Holson EB. Exploiting an Asp-Glu "switch" in glycogen synthase kinase 3 to design paralog-selective inhibitors for use in acute myeloid leukemia. Sci Transl Med 2019. [PMID: 29515000 DOI: 10.1126/scitranslmed.aam8460] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Glycogen synthase kinase 3 (GSK3), a key regulatory kinase in the wingless-type MMTV integration site family (WNT) pathway, is a therapeutic target of interest in many diseases. Although dual GSK3α/β inhibitors have entered clinical trials, none has successfully translated to clinical application. Mechanism-based toxicities, driven in part by the inhibition of both GSK3 paralogs and subsequent β-catenin stabilization, are a concern in the translation of this target class because mutations and overexpression of β-catenin are associated with many cancers. Knockdown of GSK3α or GSK3β individually does not increase β-catenin and offers a conceptual resolution to targeting GSK3: paralog-selective inhibition. However, inadequate chemical tools exist. The design of selective adenosine triphosphate (ATP)-competitive inhibitors poses a drug discovery challenge due to the high homology (95% identity and 100% similarity) in this binding domain. Taking advantage of an Asp133→Glu196 "switch" in their kinase hinge, we present a rational design strategy toward the discovery of paralog-selective GSK3 inhibitors. These GSK3α- and GSK3β-selective inhibitors provide insights into GSK3 targeting in acute myeloid leukemia (AML), where GSK3α was identified as a therapeutic target using genetic approaches. The GSK3α-selective compound BRD0705 inhibits kinase function and does not stabilize β-catenin, mitigating potential neoplastic concerns. BRD0705 induces myeloid differentiation and impairs colony formation in AML cells, with no apparent effect on normal hematopoietic cells. Moreover, BRD0705 impairs leukemia initiation and prolongs survival in AML mouse models. These studies demonstrate feasibility of paralog-selective GSK3α inhibition, offering a promising therapeutic approach in AML.
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Affiliation(s)
- Florence F Wagner
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.
| | - Lina Benajiba
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.,INSERM U1163 and CNRS 8254, Imagine Institute, Université Paris Saclay, 91190 Paris, France
| | - Arthur J Campbell
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Michel Weïwer
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Joshua R Sacher
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Jennifer P Gale
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Alexandre Puissant
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.,INSERM U944, Institute of Hematology, St. Louis Hospital, 75010 Paris, France
| | - Gabriela Alexe
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.,Bioinformatics Graduate Program, Boston University, Boston, MA 02215, USA
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Morgan Back
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Yana Pikman
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Ilene Galinsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel J DeAngelo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Taner Kaya
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Xi Shi
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Thomas Machleidt
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | | | - Olivier Hermine
- INSERM U1163 and CNRS 8254, Imagine Institute, Université Sorbonne Paris Cité, Paris, France.,Department of Hematology, Hôpital Necker, Assistance Publique Hôpitaux de Paris, University Paris Descartes, 75006 Paris, France
| | - Andrew Kung
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | | | | | - Michael T Hemann
- Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Edward Scolnick
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Yan-Ling Zhang
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Jen Q Pan
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Kimberly Stegmaier
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA. .,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Edward B Holson
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
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23
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Shen S, Hadley M, Ustinova K, Pavlicek J, Knox T, Noonepalle S, Tavares MT, Zimprich CA, Zhang G, Robers MB, Bařinka C, Kozikowski AP, Villagra A. Discovery of a New Isoxazole-3-hydroxamate-Based Histone Deacetylase 6 Inhibitor SS-208 with Antitumor Activity in Syngeneic Melanoma Mouse Models. J Med Chem 2019; 62:8557-8577. [PMID: 31414801 DOI: 10.1021/acs.jmedchem.9b00946] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Isoxazole is a five-membered heterocycle that is widely used in drug discovery endeavors. Here, we report the design, synthesis, and structural and biological characterization of SS-208, a novel HDAC6-selective inhibitor containing the isoxazole-3-hydroxamate moiety as a zinc-binding group as well as a hydrophobic linker. A crystal structure of the Danio rerio HDAC6/SS-208 complex reveals a bidentate coordination of the active-site zinc ion that differs from the preferred monodentate coordination observed for HDAC6 complexes with phenylhydroxamate-based inhibitors. While SS-208 has minimal effects on the viability of murine SM1 melanoma cells in vitro, it significantly reduced in vivo tumor growth in a murine SM1 syngeneic melanoma mouse model. These findings suggest that the antitumor activity of SS-208 is mainly mediated by immune-related antitumor activity as evidenced by the increased infiltration of CD8+ and NK+ T cells and the enhanced ratio of M1 and M2 macrophages in the tumor microenvironment.
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Affiliation(s)
- Sida Shen
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy , University of Illinois at Chicago , Chicago , Illinois 60612 , United States
| | - Melissa Hadley
- Department of Biochemistry and Molecular Medicine , The George Washington University , Washington, District of Columbia 20052 , United States
| | - Kseniya Ustinova
- Laboratory of Structural Biology , Institute of Biotechnology of the Czech Academy of Sciences , Prumyslova 595 , 252 50 Vestec , Czech Republic.,Department of Biochemistry, Faculty of Natural Science , Charles University , Albertov 6 , 128 43 Prague 2 , Czech Republic
| | - Jiri Pavlicek
- Laboratory of Structural Biology , Institute of Biotechnology of the Czech Academy of Sciences , Prumyslova 595 , 252 50 Vestec , Czech Republic
| | - Tessa Knox
- Department of Biochemistry and Molecular Medicine , The George Washington University , Washington, District of Columbia 20052 , United States
| | - Satish Noonepalle
- Department of Biochemistry and Molecular Medicine , The George Washington University , Washington, District of Columbia 20052 , United States
| | - Mauricio T Tavares
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy , University of Illinois at Chicago , Chicago , Illinois 60612 , United States
| | - Chad A Zimprich
- Promega Corporation , Madison , Wisconsin 53711 , United States
| | - Guiping Zhang
- Bontac Bio-Engineering (Shenzhen) Co., Ltd , Shenzhen , Guangdong 518102 , China
| | | | - Cyril Bařinka
- Laboratory of Structural Biology , Institute of Biotechnology of the Czech Academy of Sciences , Prumyslova 595 , 252 50 Vestec , Czech Republic
| | - Alan P Kozikowski
- StarWise Therapeutics LLC, University Research Park, Inc. , Madison , Wisconsin 53719 , United States
| | - Alejandro Villagra
- Department of Biochemistry and Molecular Medicine , The George Washington University , Washington, District of Columbia 20052 , United States
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24
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Friedman Ohana R, Hurst R, Rosenblatt M, Levin S, Machleidt T, Kirkland TA, Encell LP, Robers MB, Wood KV. Utilizing a Simple Method for Stoichiometric Protein Labeling to Quantify Antibody Blockade. Sci Rep 2019; 9:7046. [PMID: 31065015 PMCID: PMC6504924 DOI: 10.1038/s41598-019-43469-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 04/23/2019] [Indexed: 12/13/2022] Open
Abstract
Ligand binding assays routinely employ fluorescently-labeled protein ligands to quantify the extent of binding. These ligands are commonly generated through chemical modification of accessible lysine residues, which often results in heterogeneous populations exhibiting variable binding properties. This could be remedied by quantitative, site-specific labeling. Recently, we reported on a single-step method integrating recombinant protein purification with 2-cyanobenzothiazole (CBT) condensation for labeling a proteolytically exposed N-terminal cysteine. Here, using three growth factors, we show that unlike random lysine labeling, this site-specific approach yielded homogeneous populations of growth factors that were quantitatively labeled at their N-termini and retained their binding characteristics. We demonstrate the utility of this labeling method through the development of a novel assay that quantifies the capacity of antibodies to block receptor-ligand interactions (i.e. antibody blockade). The assay uses bioluminescence resonance energy transfer (BRET) to detect binding of CBT-labeled growth factors to their cognate receptors genetically fused to NanoLuc luciferase. The ability of antibodies to block these interactions is quantified through decrease in BRET. Using several antibodies, we show that the assay provides reliable quantification of antibody blockade in a cellular context. As demonstrated here, this simple method for generating uniformly-labeled proteins has potential to promote more accurate and robust ligand binding assays.
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Affiliation(s)
| | - Robin Hurst
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI, 53711, USA
| | - Mike Rosenblatt
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI, 53711, USA
| | - Sergiy Levin
- Promega Biosciences LLC, 277 Granada Dr, San Luis Obispo, CA, 93401, USA
| | - Thomas Machleidt
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI, 53711, USA
| | - Thomas A Kirkland
- Promega Biosciences LLC, 277 Granada Dr, San Luis Obispo, CA, 93401, USA
| | - Lance P Encell
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI, 53711, USA
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI, 53711, USA
| | - Keith V Wood
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI, 53711, USA
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25
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Kilpatrick LE, Alcobia DC, White CW, Peach CJ, Glenn JR, Zimmerman K, Kondrashov A, Pfleger KDG, Ohana RF, Robers MB, Wood KV, Sloan EK, Woolard J, Hill SJ. Complex Formation between VEGFR2 and the β 2-Adrenoceptor. Cell Chem Biol 2019; 26:830-841.e9. [PMID: 30956148 PMCID: PMC6593180 DOI: 10.1016/j.chembiol.2019.02.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 12/30/2018] [Accepted: 02/24/2019] [Indexed: 12/26/2022]
Abstract
Vascular endothelial growth factor (VEGF) is an important mediator of endothelial cell proliferation and angiogenesis via its receptor VEGFR2. A common tumor associated with elevated VEGFR2 signaling is infantile hemangioma that is caused by a rapid proliferation of vascular endothelial cells. The current first-line treatment for infantile hemangioma is the β-adrenoceptor antagonist, propranolol, although its mechanism of action is not understood. Here we have used bioluminescence resonance energy transfer and VEGFR2 genetically tagged with NanoLuc luciferase to demonstrate that oligomeric complexes involving VEGFR2 and the β2-adrenoceptor can be generated in both cell membranes and intracellular endosomes. These complexes are induced by agonist treatment and retain their ability to couple to intracellular signaling proteins. Furthermore, coupling of β2-adrenoceptor to β-arrestin2 is prolonged by VEGFR2 activation. These data suggest that protein-protein interactions between VEGFR2, the β2-adrenoceptor, and β-arrestin2 may provide insight into their roles in health and disease.
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Affiliation(s)
- Laura E Kilpatrick
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK
| | - Diana C Alcobia
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK; Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Melbourne, VIC 3052, Australia
| | - Carl W White
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK; Harry Perkins Institute of Medical Research and Centre for Medical Research, The University of Western Australia, Nedlands, Perth, WA 6009, Australia
| | - Chloe J Peach
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK
| | - Jackie R Glenn
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK
| | | | - Alexander Kondrashov
- Wolfson Centre for Stem Cells, Tissue Engineering & Modelling (STEM), Centre for Biomolecular Sciences, University of Nottingham, Nottingham NG7 2RD, UK
| | - Kevin D G Pfleger
- Harry Perkins Institute of Medical Research and Centre for Medical Research, The University of Western Australia, Nedlands, Perth, WA 6009, Australia; Dimerix Limited, Nedlands, Perth, WA 6009, Australia
| | | | | | | | - Erica K Sloan
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Melbourne, VIC 3052, Australia; Cousins Center for Neuroimmunology, Semel Institute for Neuroscience and Human Behavior, Jonsson Comprehensive Cancer Center, UCLA AIDS Institute, University of California, Los Angeles, CA 90095, USA; Division of Surgical Oncology, Peter MacCallum Cancer Centre, Victorian Comprehensive Cancer Centre, 305 Grattan Street, Melbourne, VIC 3000, Australia
| | - Jeanette Woolard
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK.
| | - Stephen J Hill
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, The Midlands, UK.
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26
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Kozikowski AP, Shen S, Pardo M, Tavares MT, Szarics D, Benoy V, Zimprich CA, Kutil Z, Zhang G, Bařinka C, Robers MB, Van Den Bosch L, Eubanks JH, Jope RS. Brain Penetrable Histone Deacetylase 6 Inhibitor SW-100 Ameliorates Memory and Learning Impairments in a Mouse Model of Fragile X Syndrome. ACS Chem Neurosci 2019; 10:1679-1695. [PMID: 30511829 DOI: 10.1021/acschemneuro.8b00600] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Disease-modifying therapies are needed for Fragile X Syndrome (FXS), as at present there are no effective treatments or cures. Herein, we report on a tetrahydroquinoline-based selective histone deacetylase 6 (HDAC6) inhibitor SW-100, its pharmacological and ADMET properties, and its ability to improve upon memory performance in a mouse model of FXS, Fmr1-/- mice. This small molecule demonstrates good brain penetrance, low-nanomolar potency for the inhibition of HDAC6 (IC50 = 2.3 nM), with at least a thousand-fold selectivity over all other class I, II, and IV HDAC isoforms. Moreover, through its inhibition of the α-tubulin deacetylase domain of HDAC6 (CD2), in cells SW-100 upregulates α-tubulin acetylation with no effect on histone acetylation and selectively restores the impaired acetylated α-tubulin levels in the hippocampus of Fmr1-/- mice. Lastly, SW-100 ameliorates several memory and learning impairments in Fmr1-/- mice, thus modeling the intellectual deficiencies associated with FXS, and hence providing a strong rationale for pursuing HDAC6-based therapies for the treatment of this rare disease.
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Affiliation(s)
| | - Sida Shen
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Marta Pardo
- Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
| | - Maurício T. Tavares
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Dora Szarics
- Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, Ontario M5G 2C4, Canada
| | - Veronick Benoy
- Laboratory of Neurobiology, Center for Brain & Disease (VIB) and Leuven Brain Institute (LBI), KU Leuven, B-3000 Leuven, Belgium
| | | | - Zsófia Kutil
- Laboratory of Structural Biology, Institute of Biotechnology of the Czech Academy of Sciences, Prumyslova 595, 252 50 Vestec, Czech Republic
| | - Guiping Zhang
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Cyril Bařinka
- Laboratory of Structural Biology, Institute of Biotechnology of the Czech Academy of Sciences, Prumyslova 595, 252 50 Vestec, Czech Republic
| | | | - Ludo Van Den Bosch
- Laboratory of Neurobiology, Center for Brain & Disease (VIB) and Leuven Brain Institute (LBI), KU Leuven, B-3000 Leuven, Belgium
| | - James H. Eubanks
- Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, Ontario M5G 2C4, Canada
| | - Richard S. Jope
- Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
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27
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Vazquez‐Rodriguez S, Wright M, Rogers CM, Cribbs AP, Velupillai S, Philpott M, Lee H, Dunford JE, Huber KVM, Robers MB, Vasta JD, Thezenas M, Bonham S, Kessler B, Bennett J, Fedorov O, Raynaud F, Donovan A, Blagg J, Bavetsias V, Oppermann U, Bountra C, Kawamura A, Brennan PE. Design, Synthesis and Characterization of Covalent KDM5 Inhibitors. Angew Chem Int Ed Engl 2019; 58:515-519. [PMID: 30431220 PMCID: PMC6391970 DOI: 10.1002/anie.201810179] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 10/30/2018] [Indexed: 01/05/2023]
Abstract
Histone lysine demethylases (KDMs) are involved in the dynamic regulation of gene expression and they play a critical role in several biological processes. Achieving selectivity over the different KDMs has been a major challenge for KDM inhibitor development. Here we report potent and selective KDM5 covalent inhibitors designed to target cysteine residues only present in the KDM5 sub-family. The covalent binding to the targeted proteins was confirmed by MS and time-dependent inhibition. Additional competition assays show that compounds were non 2-OG competitive. Target engagement and ChIP-seq analysis showed that the compounds inhibited the KDM5 members in cells at nano- to micromolar levels and induce a global increase of the H3K4me3 mark at transcriptional start sites.
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Affiliation(s)
- Saleta Vazquez‐Rodriguez
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | - Miranda Wright
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
- Chemistry Research LaboratoryUniversity of Oxford12 Mansfield RoadOxfordOX1 3TAUK
| | - Catherine M. Rogers
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | - Adam P. Cribbs
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of OxfordOxfordOX3 7DQUK
| | - Srikannathasan Velupillai
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | - Martin Philpott
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of OxfordOxfordOX3 7DQUK
| | - Henry Lee
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of OxfordOxfordOX3 7DQUK
| | - James E. Dunford
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of OxfordOxfordOX3 7DQUK
| | - Kilian V. M. Huber
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | | | - James D. Vasta
- Promega Corporation2800 Woods Hollow RoadFitchburgWI53711USA
| | - Marie‐Laetitia Thezenas
- Target Discovery InstituteNuffield Department of MedicineUniversity of OxfordRoosevelt DriveOX3 7FZOxfordUK
| | - Sarah Bonham
- Target Discovery InstituteNuffield Department of MedicineUniversity of OxfordRoosevelt DriveOX3 7FZOxfordUK
| | - Benedikt Kessler
- Target Discovery InstituteNuffield Department of MedicineUniversity of OxfordRoosevelt DriveOX3 7FZOxfordUK
| | - James Bennett
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | - Oleg Fedorov
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | - Florence Raynaud
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research15 Cotswold RoadLondonSM2 5NGUK
| | - Adam Donovan
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research15 Cotswold RoadLondonSM2 5NGUK
| | - Julian Blagg
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research15 Cotswold RoadLondonSM2 5NGUK
| | - Vassilios Bavetsias
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research15 Cotswold RoadLondonSM2 5NGUK
| | - Udo Oppermann
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of OxfordOxfordOX3 7DQUK
- FRIAS—Freiburg Institute of Advanced Studies79104FreiburgGermany
| | - Chas Bountra
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
| | - Akane Kawamura
- Chemistry Research LaboratoryUniversity of Oxford12 Mansfield RoadOxfordOX1 3TAUK
| | - Paul E. Brennan
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research BuildingRoosevelt DriveOxfordOX3 7DQ and OX3 7FZUK
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28
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Vazquez‐Rodriguez S, Wright M, Rogers CM, Cribbs AP, Velupillai S, Philpott M, Lee H, Dunford JE, Huber KVM, Robers MB, Vasta JD, Thezenas M, Bonham S, Kessler B, Bennett J, Fedorov O, Raynaud F, Donovan A, Blagg J, Bavetsias V, Oppermann U, Bountra C, Kawamura A, Brennan PE. Design, Synthesis and Characterization of Covalent KDM5 Inhibitors. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201810179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Saleta Vazquez‐Rodriguez
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | - Miranda Wright
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
- Chemistry Research LaboratoryUniversity of Oxford 12 Mansfield Road Oxford OX1 3TA UK
| | - Catherine M. Rogers
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | - Adam P. Cribbs
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of Oxford Oxford OX3 7DQ UK
| | - Srikannathasan Velupillai
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | - Martin Philpott
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of Oxford Oxford OX3 7DQ UK
| | - Henry Lee
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of Oxford Oxford OX3 7DQ UK
| | - James E. Dunford
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of Oxford Oxford OX3 7DQ UK
| | - Kilian V. M. Huber
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | | | - James D. Vasta
- Promega Corporation 2800 Woods Hollow Road Fitchburg WI 53711 USA
| | - Marie‐Laetitia Thezenas
- Target Discovery InstituteNuffield Department of MedicineUniversity of Oxford Roosevelt Drive OX3 7FZ Oxford UK
| | - Sarah Bonham
- Target Discovery InstituteNuffield Department of MedicineUniversity of Oxford Roosevelt Drive OX3 7FZ Oxford UK
| | - Benedikt Kessler
- Target Discovery InstituteNuffield Department of MedicineUniversity of Oxford Roosevelt Drive OX3 7FZ Oxford UK
| | - James Bennett
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | - Oleg Fedorov
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | - Florence Raynaud
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research 15 Cotswold Road London SM2 5NG UK
| | - Adam Donovan
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research 15 Cotswold Road London SM2 5NG UK
| | - Julian Blagg
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research 15 Cotswold Road London SM2 5NG UK
| | - Vassilios Bavetsias
- Cancer Research (UK) Cancer Therapeutics UnitThe Institute of Cancer Research 15 Cotswold Road London SM2 5NG UK
| | - Udo Oppermann
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
- Botnar Research CenterNuffield Department of OrthopedicsRheumatology and Musculoskeletal SciencesNIHR Oxford BRCUniversity of Oxford Oxford OX3 7DQ UK
- FRIAS—Freiburg Institute of Advanced Studies 79104 Freiburg Germany
| | - Chas Bountra
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
| | - Akane Kawamura
- Chemistry Research LaboratoryUniversity of Oxford 12 Mansfield Road Oxford OX1 3TA UK
| | - Paul E. Brennan
- Structural Genomics Consortium & Target Discovery InstituteUniversity of OxfordNDM Research Building Roosevelt Drive Oxford OX3 7DQ and OX3 7FZ UK
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29
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Georgi V, Schiele F, Berger BT, Steffen A, Marin Zapata PA, Briem H, Menz S, Preusse C, Vasta JD, Robers MB, Brands M, Knapp S, Fernández-Montalván A. Binding Kinetics Survey of the Drugged Kinome. J Am Chem Soc 2018; 140:15774-15782. [PMID: 30362749 DOI: 10.1021/jacs.8b08048] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Target residence time is emerging as an important optimization parameter in drug discovery, yet target and off-target engagement dynamics have not been clearly linked to the clinical performance of drugs. Here we developed high-throughput binding kinetics assays to characterize the interactions of 270 protein kinase inhibitors with 40 clinically relevant targets. Analysis of the results revealed that on-rates are better correlated with affinity than off-rates and that the fraction of slowly dissociating drug-target complexes increases from early/preclinical to late stage and FDA-approved compounds, suggesting distinct contributions by each parameter to clinical success. Combining binding parameters with PK/ADME properties, we illustrate in silico and in cells how kinetic selectivity could be exploited as an optimization strategy. Furthermore, using bio- and chemoinformatics we uncovered structural features influencing rate constants. Our results underscore the value of binding kinetics information in rational drug design and provide a resource for future studies on this subject.
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Affiliation(s)
- Victoria Georgi
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany.,Structural Genomics Consortium, Institute for Pharmaceutical Chemistry , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 9 , 60438 Frankfurt am Main , Germany
| | - Felix Schiele
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Benedict-Tilman Berger
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany.,Structural Genomics Consortium, Institute for Pharmaceutical Chemistry , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 9 , 60438 Frankfurt am Main , Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 15 , 60438 Frankfurt am Main , Germany
| | - Andreas Steffen
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Paula A Marin Zapata
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Hans Briem
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Stephan Menz
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Cornelia Preusse
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - James D Vasta
- Promega Corporation , 2800 Woods Hollow Road , Fitchburg , Wisconsin 53711 , United States
| | - Matthew B Robers
- Promega Corporation , 2800 Woods Hollow Road , Fitchburg , Wisconsin 53711 , United States
| | - Michael Brands
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Stefan Knapp
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 9 , 60438 Frankfurt am Main , Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 15 , 60438 Frankfurt am Main , Germany
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30
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Riching KM, Mahan S, Corona CR, McDougall M, Vasta JD, Robers MB, Urh M, Daniels DL. Quantitative Live-Cell Kinetic Degradation and Mechanistic Profiling of PROTAC Mode of Action. ACS Chem Biol 2018; 13:2758-2770. [PMID: 30137962 DOI: 10.1021/acschembio.8b00692] [Citation(s) in RCA: 157] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
A new generation of heterobifunctional small molecules, termed proteolysis targeting chimeras (PROTACs), targets proteins for degradation through recruitment to E3 ligases and holds significant therapeutic potential. Despite numerous successful examples, PROTAC small molecule development remains laborious and unpredictable, involving testing compounds for end-point degradation activity at fixed times and concentrations without resolving or optimizing for the important biological steps required for the process. Given the complexity of the ubiquitin proteasomal pathway, technologies that enable real-time characterization of PROTAC efficacy and mechanism of action are critical for accelerating compound development, profiling, and improving guidance of chemical structure-activity relationship. Here, we present an innovative, modular live-cell platform utilizing endogenous tagging technologies and apply it to monitoring PROTAC-mediated degradation of the bromodomain and extra-terminal family members. We show comprehensive real-time degradation and recovery profiles for each target, precisely quantifying degradation rates, maximal levels of degradation ( Dmax), and time frame at Dmax. These degradation metrics show specific PROTAC and family member-dependent responses that are closely associated with the key cellular protein interactions required for the process. Kinetic studies show cellular ternary complex stability influences potency and degradation efficacy. Meanwhile, the level of ubiquitination is highly correlated to degradation rate, indicating ubiquitination stemming from productive ternary complex formation is the main driver of the degradation rate. The approaches applied here highlight the steps at which the choice of E3 ligase handle can elicit different outcomes and discern individual parameters required for degradation, ultimately enabling chemical design strategies and rank ordering of potential therapeutic compounds.
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Affiliation(s)
- Kristin M. Riching
- Promega Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Sarah Mahan
- Promega Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Cesear R. Corona
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, California 93401, United States
| | - Mark McDougall
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, California 93401, United States
| | - James D. Vasta
- Promega Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Matthew B. Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Marjeta Urh
- Promega Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Danette L. Daniels
- Promega Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
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31
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Peach CJ, Kilpatrick LE, Friedman-Ohana R, Zimmerman K, Robers MB, Wood KV, Woolard J, Hill SJ. Real-Time Ligand Binding of Fluorescent VEGF-A Isoforms that Discriminate between VEGFR2 and NRP1 in Living Cells. Cell Chem Biol 2018; 25:1208-1218.e5. [PMID: 30057299 PMCID: PMC6200776 DOI: 10.1016/j.chembiol.2018.06.012] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Revised: 05/23/2018] [Accepted: 06/29/2018] [Indexed: 12/20/2022]
Abstract
Fluorescent VEGF-A isoforms have been evaluated for their ability to discriminate between VEGFR2 and NRP1 in real-time ligand binding studies in live cells using BRET. To enable this, we synthesized single-site (N-terminal cysteine) labeled versions of VEGF165a, VEGF165b, and VEGF121a. These were used in combination with N-terminal NanoLuc-tagged VEGFR2 or NRP1 to evaluate the selectivity of VEGF isoforms for these two membrane proteins. All fluorescent VEGF-A isoforms displayed high affinity for VEGFR2. Only VEGF165a-TMR bound to NanoLuc-NRP1 with a similar high affinity (4.4 nM). Competition NRP1 binding experiments yielded a rank order of potency of VEGF165a > VEGF189a > VEGF145a. VEGF165b, VEGF-Ax, VEGF121a, and VEGF111a were unable to bind to NRP1. There were marked differences in the kinetic binding profiles of VEGF165a-TMR for NRP1 and VEGFR2. These data emphasize the importance of the kinetic aspects of ligand binding to VEGFR2 and its co-receptors in the dynamics of VEGF signaling. VEGF165a, VEGF121a, and VEGF165b were single-site labeled with tetramethylrhodamine NanoBRET quantified that VEGF-A isoforms have similar binding properties at VEGFR2 NRP1 expressed in live cells does not bind VEGF165b, VEGF121a, VEGF-Ax, or VEGF111a VEGFR2 and NRP1 have markedly distinct kinetic profiles binding VEGF165a-TMR
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Affiliation(s)
- Chloe J Peach
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Nottingham NG7 2UH, UK
| | - Laura E Kilpatrick
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Nottingham NG7 2UH, UK
| | | | - Kris Zimmerman
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Keith V Wood
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Jeanette Woolard
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Nottingham NG7 2UH, UK.
| | - Stephen J Hill
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, UK; Centre of Membrane Proteins and Receptors, University of Birmingham and University of Nottingham, Nottingham NG7 2UH, UK.
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32
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Dart ML, Machleidt T, Jost E, Schwinn MK, Robers MB, Shi C, Kirkland TA, Killoran MP, Wilkinson JM, Hartnett JR, Zimmerman K, Wood KV. Homogeneous Assay for Target Engagement Utilizing Bioluminescent Thermal Shift. ACS Med Chem Lett 2018; 9:546-551. [PMID: 29937980 PMCID: PMC6004564 DOI: 10.1021/acsmedchemlett.8b00081] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 04/16/2018] [Indexed: 12/16/2022] Open
Abstract
Protein thermal shift assays (TSAs) provide a means for characterizing target engagement through ligand-induced thermal stabilization. Although these assays are widely utilized for screening libraries and validating hits in drug discovery programs, they can impose encumbering operational requirements, such as the availability of purified proteins or selective antibodies. Appending the target protein with a small luciferase (NanoLuc) allows coupling of thermal denaturation with luminescent output, providing a rapid and sensitive means for assessing target engagement in compositionally complex environments such as permeabilized cells. The intrinsic thermal stability of NanoLuc is greater than mammalian proteins, and our results indicate that the appended luciferase does not alter thermal denaturation of the target protein. We have successfully applied the NanoLuc luciferase thermal shift assay (NaLTSA) to several clinically relevant protein families, including kinases, bromodomains, and histone deacetylases. We have also demonstrated the suitability of this assay method for library screening and compound profiling.
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Affiliation(s)
- Melanie L. Dart
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Thomas Machleidt
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Emily Jost
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Marie K. Schwinn
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Matthew B. Robers
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Ce Shi
- Promega
Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, California 93401, United States
| | - Thomas A. Kirkland
- Promega
Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, California 93401, United States
| | - Michael P. Killoran
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Jennifer M. Wilkinson
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - James R. Hartnett
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Kristopher Zimmerman
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
| | - Keith V. Wood
- Promega
Corporation, 2800 Woods Hollow Road, Madison, Wisconsin 53711, United States
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33
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Vasta JD, Corona CR, Wilkinson J, Zimprich CA, Hartnett JR, Ingold MR, Zimmerman K, Machleidt T, Kirkland TA, Huwiler KG, Ohana RF, Slater M, Otto P, Cong M, Wells CI, Berger BT, Hanke T, Glas C, Ding K, Drewry DH, Huber KVM, Willson TM, Knapp S, Müller S, Meisenheimer PL, Fan F, Wood KV, Robers MB. Quantitative, Wide-Spectrum Kinase Profiling in Live Cells for Assessing the Effect of Cellular ATP on Target Engagement. Cell Chem Biol 2018; 25:206-214.e11. [PMID: 29174542 PMCID: PMC5814754 DOI: 10.1016/j.chembiol.2017.10.010] [Citation(s) in RCA: 159] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 08/24/2017] [Accepted: 10/24/2017] [Indexed: 02/03/2023]
Abstract
For kinase inhibitors, intracellular target selectivity is fundamental to pharmacological mechanism. Although a number of acellular techniques have been developed to measure kinase binding or enzymatic inhibition, such approaches can fail to accurately predict engagement in cells. Here we report the application of an energy transfer technique that enabled the first broad-spectrum, equilibrium-based approach to quantitatively profile target occupancy and compound affinity in live cells. Using this method, we performed a selectivity profiling for clinically relevant kinase inhibitors against 178 full-length kinases, and a mechanistic interrogation of the potency offsets observed between cellular and biochemical analysis. For the multikinase inhibitor crizotinib, our approach accurately predicted cellular potency and revealed improved target selectivity compared with biochemical measurements. Due to cellular ATP, a number of putative crizotinib targets are unexpectedly disengaged in live cells at a clinically relevant drug dose.
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Affiliation(s)
- James D Vasta
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Cesear R Corona
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, CA 93401, USA
| | | | - Chad A Zimprich
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - James R Hartnett
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Morgan R Ingold
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | | | - Thomas Machleidt
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Thomas A Kirkland
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, CA 93401, USA
| | - Kristin G Huwiler
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | | | - Michael Slater
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Paul Otto
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Mei Cong
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Carrow I Wells
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Benedict-Tilman Berger
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany; Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | - Thomas Hanke
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany
| | - Carina Glas
- Structural Genomics Consortium, Nuffield Department of Medicine, University of Oxford, Oxford, UK; Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Ke Ding
- State Key Laboratory of Respiratory Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, 190 Kaiyuan Avenue, Guangzhou 510530, China; School of Pharmacy, Jinan University, 601 Huangpu Avenue West, Guangzhou 510632, China
| | - David H Drewry
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kilian V M Huber
- Structural Genomics Consortium, Nuffield Department of Medicine, University of Oxford, Oxford, UK; Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Timothy M Willson
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Stefan Knapp
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany; Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | - Susanne Müller
- Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University, Max-von-Laue-Straße 15, 60438 Frankfurt am Main, Germany
| | | | - Frank Fan
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Keith V Wood
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Fitchburg, WI 53711, USA.
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Fernández-Montalván AE, Georgi V, Vasta J, Glaeske S, Puetter V, Robers MB, Moenning U, Sturz A, Lefranc J, Ziegelbauer K, Brands M, Stegmann C, Scott WJ, Liu N. Abstract 160: High target binding affinity with long lasting cellular target engagement and high dose intermittent schedule of PI3K inhibitor copanlisib contribute to the potent anti-tumor activity and good safety profile. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Several generations of PI3K inhibitors have been tested in clinic. However, thus far, clinical activity has been moderate. Different from other oral PI3K inhibitors dosed continuously, copanlisib (BAY 80-6946) is an intravenous PI3K inhibitor given intermittently to patients. Copanlisib dosed once weekly demonstrated clinical benefit with an improved safety profile, and therefore challenges the concept of default continuous dosing of PI3K inhibitors. However, it is still unclear if this concept can be generalized and whether ‘micropharmacokinetic parameters’ also contributed to the potent anti-tumor profile of copanlisib. Here, we report the characterization of binding kinetics for copanlisib, as well as the functional consequence in vivo.
Methods: A set of PI3K inhibitors were characterized in 1) a kinetic probe competition assay (kPCA); 2) a cellular nanoBRET target engagement assay; 3) a cellular washout study with the assessment on pathway engagement; and 4) in vivo pharmacokinetics analysis.
Results: Copanlisib showed nearly diffusion-controlled on- and relatively slow off-rates with kon = 3.45E+7 [M-1*s-1] and koff = 1.67E-3 [s-1] to PI3Kα. Consequently, it exhibited very high affinity to PI3Kα ( Ki ePCA = 9.31E-11[M] and KD kPCA = 4.77E-11 [M]). In a cellular nanoBRET target engagement assay, the apparent half-life (t1/2) of ca. 2 hours greatly surpassed the 6.9 min measured using kPCA. The high affinity to PI3Kα also translated into potent cellular pathway engagement demonstrated by inhibition of p-AKT and p-PRAS40 in the PIK3CAmut KPL4 cell line. In a cellular washout study, p-AKT and p-PRAS40 were assessed till 168 h after incubation with copanlisib for 1 h followed by a washout step. A dose- and time-dependent pathway engagement was observed even at 72 h post washout. This result indicated that in cells, copanlisib engages PI3Kα for an extremely long time, likely due to rebinding effects facilitated by the fast equilibration kinetics of the compound and its micropharmacokinetic properties. Interestingly, in vivo, BAY 80-6946 levels were approximately 100-fold higher in the tumor than in plasma at 48 hours and drug clearance from the tumor occurred more slowly than from plasma. This high and prolonged tumor exposure might be explained, at least in part, by the high expression of PI3Kα and long lasting target occupancy of copanlisib in tumors.
Conclusion: Copanlisib demonstrated high affinity to PI3Kα with protracted target engagement at cellular and in vivo levels. This ‘micropharmacokinetic feature’ not only supports intermittent dosing but likely also explains the high exposure in tumors vs plasma, potent anti-tumor activity and good safety profiles.
Citation Format: Amaury E. Fernández-Montalván, Victoria Georgi, James Vasta, Sarah Glaeske, Vera Puetter, Matthew B. Robers, Ursula Moenning, Andrea Sturz, Julien Lefranc, Karl Ziegelbauer, Michael Brands, Christian Stegmann, William J. Scott, Ningshu Liu. High target binding affinity with long lasting cellular target engagement and high dose intermittent schedule of PI3K inhibitor copanlisib contribute to the potent anti-tumor activity and good safety profile [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 160. doi:10.1158/1538-7445.AM2017-160
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Walker JR, Hall MP, Zimprich CA, Robers MB, Duellman SJ, Machleidt T, Rodriguez J, Zhou W. Highly Potent Cell-Permeable and Impermeable NanoLuc Luciferase Inhibitors. ACS Chem Biol 2017; 12:1028-1037. [PMID: 28195704 DOI: 10.1021/acschembio.6b01129] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Novel engineered NanoLuc (Nluc) luciferase being smaller, brighter, and superior to traditional firefly (Fluc) or Renilla (Rluc) provides a great opportunity for the development of numerous biological, biomedical, clinical, and food and environmental safety applications. This new platform created an urgent need for Nluc inhibitors that could allow selective bioluminescent suppression and multiplexing compatibility with existing luminescence or fluorescence assays. Starting from thienopyrrole carboxylate 1, a hit from a 42 000 PubChem compound library with a low micromolar IC50 against Nluc, we derivatized four different structural fragments to discover a family of potent, single digit nanomolar, cell permeable inhibitors. Further elaboration revealed a channel that allowed access to the external Nluc surface, resulting in a series of highly potent cell impermeable Nluc inhibitors with negatively charged groups likely extending to the protein surface. The permeability was evaluated by comparing EC50 shifts calculated from both live and lysed cells expressing Nluc cytosolically. Luminescence imaging further confirmed that cell permeable compounds inhibit both intracellular and extracellular Nluc, whereas less permeable compounds differentially inhibit extracellular Nluc and Nluc on the cell surface. The compounds displayed little to no toxicity to cells and high luciferase specificity, showing no activity against firefly luciferase or even the closely related NanoBit system. Looking forward, the structural motifs used to gain access to the Nluc surface can also be appended with other functional groups, and therefore interesting opportunities for developing assays based on relief-of-inhibition can be envisioned.
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Affiliation(s)
- Joel R. Walker
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Mary P. Hall
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Chad A. Zimprich
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Matthew B. Robers
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Sarah J. Duellman
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Thomas Machleidt
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Jacquelynn Rodriguez
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
| | - Wenhui Zhou
- Promega Biosciences LLC, 277
Granada Drive, San Luis Obispo, California 93401, United States
- Promega Corporation, 2800 Woods
Hollow Road, Madison, Wisconsin 53711-5399, United States
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Kilpatrick LE, Friedman-Ohana R, Alcobia DC, Riching K, Peach CJ, Wheal AJ, Briddon SJ, Robers MB, Zimmerman K, Machleidt T, Wood KV, Woolard J, Hill SJ. Real-time analysis of the binding of fluorescent VEGF 165a to VEGFR2 in living cells: Effect of receptor tyrosine kinase inhibitors and fate of internalized agonist-receptor complexes. Biochem Pharmacol 2017; 136:62-75. [PMID: 28392095 PMCID: PMC5457915 DOI: 10.1016/j.bcp.2017.04.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 04/04/2017] [Indexed: 01/01/2023]
Abstract
Vascular endothelial growth factor (VEGF) is an important mediator of angiogenesis. Here we have used a novel stoichiometric protein-labeling method to generate a fluorescent variant of VEGF (VEGF165a-TMR) labeled on a single cysteine within each protomer of the antiparallel VEGF homodimer. VEGF165a-TMR has then been used in conjunction with full length VEGFR2, tagged with the bioluminescent protein NanoLuc, to undertake a real time quantitative evaluation of VEGFR2 binding characteristics in living cells using bioluminescence resonance energy transfer (BRET). This provided quantitative information on VEGF-VEGFR2 interactions. At longer incubation times, VEGFR2 is internalized by VEGF165a-TMR into intracellular endosomes. This internalization can be prevented by the receptor tyrosine kinase inhibitors (RTKIs) cediranib, sorafenib, pazopanib or vandetanib. In the absence of RTKIs, the BRET signal is decreased over time as a consequence of the dissociation of agonist from the receptor in intracellular endosomes and recycling of VEGFR2 back to the plasma membrane.
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Affiliation(s)
- Laura E Kilpatrick
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom
| | | | - Diana C Alcobia
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom
| | | | - Chloe J Peach
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom
| | - Amanda J Wheal
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom
| | - Stephen J Briddon
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom
| | | | | | | | | | - Jeanette Woolard
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom.
| | - Stephen J Hill
- Cell Signalling and Pharmacology Research Group, School of Life Sciences, University of Nottingham, Nottingham, United Kingdom.
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Forster M, Chaikuad A, Bauer SM, Holstein J, Robers MB, Corona CR, Gehringer M, Pfaffenrot E, Ghoreschi K, Knapp S, Laufer SA. Selective JAK3 Inhibitors with a Covalent Reversible Binding Mode Targeting a New Induced Fit Binding Pocket. Cell Chem Biol 2016; 23:1335-1340. [PMID: 27840070 PMCID: PMC5119931 DOI: 10.1016/j.chembiol.2016.10.008] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 07/21/2016] [Accepted: 10/13/2016] [Indexed: 01/01/2023]
Abstract
Janus kinases (JAKs) are a family of cytoplasmatic tyrosine kinases that are attractive targets for the development of anti-inflammatory drugs given their roles in cytokine signaling. One question regarding JAKs and their inhibitors that remains under intensive debate is whether JAK inhibitors should be isoform selective. Since JAK3 functions are restricted to immune cells, an isoform-selective inhibitor for JAK3 could be especially valuable to achieve clinically more useful and precise effects. However, the high degree of structural conservation makes isoform-selective targeting a challenging task. Here, we present picomolar inhibitors with unprecedented kinome-wide selectivity for JAK3. Selectivity was achieved by concurrent covalent reversible targeting of a JAK3-specific cysteine residue and a ligand-induced binding pocket. We confirmed that in vitro activity and selectivity translate well into the cellular environment and suggest that our inhibitors are powerful tools to elucidate JAK3-specific functions. Identification and characterization of novel covalent reversible JAK3 inhibitors Picomolar affinities along with both high isoform and kinome selectivity is achieved Covalent-reversible interaction and a new induced binding pocket confirmed by X-ray structures High potency and selectivity are successfully proven in cellular models
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Affiliation(s)
- Michael Forster
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard-Karls-University Tuebingen, Auf der Morgenstelle 8, 72076 Tuebingen, Germany
| | - Apirat Chaikuad
- Nuffield Department of Clinical Medicine, Structural Genomics Consortium and Target Discovery Institute, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford OX3 7DQ, UK
| | - Silke M Bauer
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard-Karls-University Tuebingen, Auf der Morgenstelle 8, 72076 Tuebingen, Germany
| | - Julia Holstein
- Department of Dermatology, University Medical Center, Eberhard-Karls-University Tuebingen, Liebermeisterstraße 25, 72076 Tuebingen, Germany
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Cesear R Corona
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Matthias Gehringer
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard-Karls-University Tuebingen, Auf der Morgenstelle 8, 72076 Tuebingen, Germany
| | - Ellen Pfaffenrot
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard-Karls-University Tuebingen, Auf der Morgenstelle 8, 72076 Tuebingen, Germany
| | - Kamran Ghoreschi
- Department of Dermatology, University Medical Center, Eberhard-Karls-University Tuebingen, Liebermeisterstraße 25, 72076 Tuebingen, Germany
| | - Stefan Knapp
- Nuffield Department of Clinical Medicine, Structural Genomics Consortium and Target Discovery Institute, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford OX3 7DQ, UK.
| | - Stefan A Laufer
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard-Karls-University Tuebingen, Auf der Morgenstelle 8, 72076 Tuebingen, Germany.
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Friedman Ohana R, Kirkland TA, Woodroofe CC, Levin S, Uyeda HT, Otto P, Hurst R, Robers MB, Zimmerman K, Encell LP, Wood KV. Deciphering the Cellular Targets of Bioactive Compounds Using a Chloroalkane Capture Tag. ACS Chem Biol 2015; 10:2316-24. [PMID: 26162280 DOI: 10.1021/acschembio.5b00351] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Phenotypic screening of compound libraries is a significant trend in drug discovery, yet success can be hindered by difficulties in identifying the underlying cellular targets. Current approaches rely on tethering bioactive compounds to a capture tag or surface to allow selective enrichment of interacting proteins for subsequent identification by mass spectrometry. Such methods are often constrained by ineffective capture of low affinity and low abundance targets. In addition, these methods are often not compatible with living cells and therefore cannot be used to verify the pharmacological activity of the tethered compounds. We have developed a novel chloroalkane capture tag that minimally affects compound potency in cultured cells, allowing binding interactions with the targets to occur under conditions relevant to the desired cellular phenotype. Subsequent isolation of the interacting targets is achieved through rapid lysis and capture onto immobilized HaloTag protein. Exchanging the chloroalkane tag for a fluorophore, the putative targets identified by mass spectrometry can be verified for direct binding to the compound through resonance energy transfer. Using the interaction between histone deacetylases (HDACs) and the inhibitor, Vorinostat (SAHA), as a model system, we were able to identify and verify all the known HDAC targets of SAHA as well as two previously undescribed targets, ADO and CPPED1. The discovery of ADO as a target may provide mechanistic insight into a reported connection between SAHA and Huntington's disease.
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Affiliation(s)
| | | | | | - Sergiy Levin
- Promega Biosciences LLC, San Luis Obispo, California, United States
| | - H. Tetsuo Uyeda
- Promega Biosciences LLC, San Luis Obispo, California, United States
| | - Paul Otto
- Promega Corporation, Madison, Wisconsin, United States
| | - Robin Hurst
- Promega Corporation, Madison, Wisconsin, United States
| | | | | | | | - Keith V. Wood
- Promega Corporation, Madison, Wisconsin, United States
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Machleidt T, Woodroofe CC, Schwinn MK, Méndez J, Robers MB, Zimmerman K, Otto P, Daniels DL, Kirkland TA, Wood KV. NanoBRET--A Novel BRET Platform for the Analysis of Protein-Protein Interactions. ACS Chem Biol 2015; 10:1797-804. [PMID: 26006698 DOI: 10.1021/acschembio.5b00143] [Citation(s) in RCA: 311] [Impact Index Per Article: 34.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Dynamic interactions between proteins comprise a key mechanism for temporal control of cellular function and thus hold promise for development of novel drug therapies. It remains technically challenging, however, to quantitatively characterize these interactions within the biologically relevant context of living cells. Although, bioluminescence resonance energy transfer (BRET) has often been used for this purpose, its general applicability has been hindered by limited sensitivity and dynamic range. We have addressed this by combining an extremely bright luciferase (Nanoluc) with a means for tagging intracellular proteins with a long-wavelength fluorophore (HaloTag). The small size (19 kDa), high emission intensity, and relatively narrow spectrum (460 nm peak intensity) make Nanoluc luciferase well suited as an energy donor. By selecting an efficient red-emitting fluorophore (635 nm peak intensity) for attachment onto the HaloTag, an overall spectral separation exceeding 175 nm was achieved. This combination of greater light intensity with improved spectral resolution results in substantially increased detection sensitivity and dynamic range over current BRET technologies. Enhanced performance is demonstrated using several established model systems, as well as the ability to image BRET in individual cells. The capabilities are further exhibited in a novel assay developed for analyzing the interactions of bromodomain proteins with chromatin in living cells.
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Affiliation(s)
- Thomas Machleidt
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Carolyn C. Woodroofe
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, California 93401, United States
| | - Marie K. Schwinn
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Jacqui Méndez
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Matthew B. Robers
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Kris Zimmerman
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Paul Otto
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Danette L. Daniels
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
| | - Thomas A. Kirkland
- Promega Biosciences Incorporated, 277 Granada Drive, San Luis Obispo, California 93401, United States
| | - Keith V. Wood
- Promega Corporation, 2800 Woods
Hollow, Madison, Wisconsin 53711, United States
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40
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Robers MB, Binkowski BF, Cong M, Zimprich C, Corona C, McDougall M, Otto G, Eggers CT, Hartnett J, Machleidt T, Fan F, Wood KV. A luminescent assay for real-time measurements of receptor endocytosis in living cells. Anal Biochem 2015; 489:1-8. [PMID: 26278171 DOI: 10.1016/j.ab.2015.08.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 07/28/2015] [Accepted: 08/05/2015] [Indexed: 01/14/2023]
Abstract
Ligand-mediated endocytosis is a key autoregulatory mechanism governing the duration and intensity of signals emanating from cell surface receptors. Due to the mechanistic complexity of endocytosis and its emerging relevance in disease, simple methods capable of tracking this dynamic process in cells have become increasingly desirable. We have developed a bioluminescent reporter technology for real-time analysis of ligand-mediated receptor endocytosis using genetic fusions of NanoLuc luciferase with various G-protein-coupled receptors (GPCRs). This method is compatible with standard microplate formats, which should decrease work flows for high-throughput screens. This article also describes the application of this technology to endocytosis of epidermal growth factor receptor (EGFR), demonstrating potential applicability of the method beyond GPCRs.
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Affiliation(s)
| | | | - Mei Cong
- Promega Corporation, Fitchburg, WI 53711, USA
| | | | | | | | - George Otto
- Promega Corporation, Fitchburg, WI 53711, USA
| | | | | | | | - Frank Fan
- Promega Corporation, Fitchburg, WI 53711, USA
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Robers MB, Dart M, Zimprich C, Kirkland T, Levin S, Machleidt T, Hartnett J, Zimmerman K, Ohana R, Daniels D, Cong M, Fan F, Wood K. Abstract 3512: Measuring intracellular target engagement and drug residence time with nanoBRET. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-3512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
We present a biophysical method to directly measure target engagement within intact mammalian cells using bioluminescence energy transfer (BRET). Compound interactions with intracellular targets can be detected with complete specificity by their ability to compete with energy transfer complexes introduced into the cells. These complexes can be detected at physiologically relevant levels by exploiting an extraordinarily bright luciferase (NanoLuc), together with fluorescent tracers optimized for cell-permeability and spectral resolution from the luciferase. We demonstrate applications of the technology for target engagement among key drug target classes, including; kinases, histone deacetylases (HDACs), bromodomains, and the methyltransferase EZH2. Intracellular selectivity and affinity profiles of various reference compounds and approved drugs will be presented. For a panel of HDAC inhibitors, affinity profiles for specific HDAC isozymes strongly correlate with phenotypic potencies (e.g. cell viability). Furthermore, the luminescent output of the energy transfer complex enables a technique to monitor ligand occupancy in real-time. Association and dissociation rates can be derived from the kinetic measurements, providing a means to quantify drug residence time on select targets within intact cell populations. This novel application of intracellular BRET should significantly advance target engagement work flows, and allow for intracellular target affinities to be coupled to phenotypic outcomes.
Citation Format: Matthew B. Robers, Melanie Dart, Chad Zimprich, Thomas Kirkland, Sergiy Levin, Thomas Machleidt, Jim Hartnett, Kris Zimmerman, Rachel Ohana, Danette Daniels, Mei Cong, Frank Fan, Keith Wood. Measuring intracellular target engagement and drug residence time with nanoBRET. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 3512. doi:10.1158/1538-7445.AM2015-3512
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42
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Stoddart LA, Johnstone EKM, Wheal AJ, Goulding J, Robers MB, Machleidt T, Wood KV, Hill SJ, Pfleger KDG. Application of BRET to monitor ligand binding to GPCRs. Nat Methods 2015; 12:661-663. [PMID: 26030448 PMCID: PMC4488387 DOI: 10.1038/nmeth.3398] [Citation(s) in RCA: 178] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2014] [Accepted: 04/04/2015] [Indexed: 01/17/2023]
Abstract
Bioluminescence resonance energy transfer (BRET) is a well-established method for investigating protein-protein interactions. Here we present a novel BRET approach to monitor ligand binding to G protein-coupled receptors (GPCRs) on the surface of living cells made possible by the use of fluorescent ligands in combination with a novel bioluminescent protein (NanoLuc) that can be readily expressed on the N-terminus of GPCRs.
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Affiliation(s)
- Leigh A Stoddart
- Cell Signalling Research Group, School of Life Sciences, University of Nottingham Medical School, Nottingham, United Kingdom
| | - Elizabeth K M Johnstone
- Molecular Endocrinology and Pharmacology, Harry Perkins Institute of Medical Research, Nedlands, Western Australia, Australia.,Centre for Medical Research, The University of Western Australia, Crawley, Western Australia, Australia
| | - Amanda J Wheal
- Cell Signalling Research Group, School of Life Sciences, University of Nottingham Medical School, Nottingham, United Kingdom
| | - Joëlle Goulding
- Cell Signalling Research Group, School of Life Sciences, University of Nottingham Medical School, Nottingham, United Kingdom
| | | | | | - Keith V Wood
- Promega Corporation, Madison, Wisconsin, United States
| | - Stephen J Hill
- Cell Signalling Research Group, School of Life Sciences, University of Nottingham Medical School, Nottingham, United Kingdom.,Molecular Endocrinology and Pharmacology, Harry Perkins Institute of Medical Research, Nedlands, Western Australia, Australia.,Centre for Medical Research, The University of Western Australia, Crawley, Western Australia, Australia
| | - Kevin D G Pfleger
- Molecular Endocrinology and Pharmacology, Harry Perkins Institute of Medical Research, Nedlands, Western Australia, Australia.,Centre for Medical Research, The University of Western Australia, Crawley, Western Australia, Australia
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Jaskula-Sztul R, Eide J, Tesfazghi S, Dammalapati A, Harrison AD, Yu XM, Scheinebeck C, Winston-McPherson G, Kupcho KR, Robers MB, Hundal AK, Tang W, Chen H. Tumor-suppressor role of Notch3 in medullary thyroid carcinoma revealed by genetic and pharmacological induction. Mol Cancer Ther 2014; 14:499-512. [PMID: 25512616 DOI: 10.1158/1535-7163.mct-14-0073] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Notch1-3 are transmembrane receptors that appear to be absent in medullary thyroid cancer (MTC). Previous research has shown that induction of Notch1 has a tumor-suppressor effect in MTC cell lines, but little is known about the biologic consequences of Notch3 activation for the progression of the disease. We elucidate the role of Notch3 in MTC by genetic (doxycycline-inducible Notch3 intracellular domain) and pharmacologic [AB3, novel histone deacetylase (HDAC) inhibitor] approaches. We find that overexpression of Notch3 leads to the dose-dependent reduction of neuroendocrine tumor markers. In addition, Notch3 activity is required to suppress MTC cell proliferation, and the extent of growth repression depends on the amount of Notch3 protein expressed. Moreover, activation of Notch3 induces apoptosis. The translational significance of this finding is highlighted by our observation that MTC tumors lack active Notch3 protein and reinstitution of this isoform could be a therapeutic strategy to treat patients with MTC. We demonstrate, for the first time, that overexpression of Notch3 in MTC cells can alter malignant neuroendocrine phenotype in both in vitro and in vivo models. In addition, our study provides a strong rationale for using Notch3 as a therapeutic target to provide novel pharmacologic treatment options for MTC.
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Affiliation(s)
- Renata Jaskula-Sztul
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - Jacob Eide
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - Sara Tesfazghi
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - Ajitha Dammalapati
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - April D Harrison
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - Xiao-Min Yu
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - Casi Scheinebeck
- School of Pharmacy and Department of Chemistry, University of Wisconsin, Madison, Wisconsin
| | | | | | | | - Amrit K Hundal
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin
| | - Weiping Tang
- School of Pharmacy and Department of Chemistry, University of Wisconsin, Madison, Wisconsin.
| | - Herbert Chen
- Department of Surgery, University of Wisconsin Medical School, Madison, Wisconsin.
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Robers MB, Machleidt T, Kirkland T, Woodroofe C, Fan F, Cong M, Wood K. Abstract 4272: NanoLucTM as an improved BRET donor to monitor EGFR interactions within living cells. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-4272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
As a small, versatile protein fusion reporter, NanoLuc™ luciferase offers superior brightness and sensitivity compared to any luciferase described to date. The small size and enhanced brightness of NanoLuc™ makes it ideally suited as an energy donor for Bioluminescence Resonance Energy Transfer (BRET) to a variety of fluorescent acceptors within living cells. By combining genetic reporters such as NanoLuc™ luciferase and HaloTag™ fluorescent labelling technology, it is possible to monitor the interactions of cell surface receptors such as EGFR with adapter proteins in response to growth factor stimulation. In addition to demonstrating inducible protein interactions, it may also be possible to apply this foundational BRET system to the measurement of ligand or small molecule binding events within living cells.
Citation Format: Matthew B. Robers, Thomas Machleidt, Thomas Kirkland, Carolyn Woodroofe, Frank Fan, Mei Cong, Keith Wood. NanoLucTM as an improved BRET donor to monitor EGFR interactions within living cells. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 4272. doi:10.1158/1538-7445.AM2013-4272
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Woodroofe CC, Robers MB, Kirkland TA, Kupcho K, Niles AL, Cong M, Wood KV. Abstract 4241: Isozyme-selective intracellular binding assay for histone deacetylases . Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-4241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The precise modulation of histone acetylation is crucial to cellular survival and control of reproduction.Misregulation of acetylation is often correlated with uncontrolled cellular proliferation, and general inhibition of histone deacetylases has proven to be an effective strategy in the treatment of some cancers. The underlying biology of histone deacetylases is however quite complex, with four classes of isozymes and a large number of interacting proteins that modulate the activity of each. The general scarcity of potent isozyme-selective HDAC inhibitors further complicates the task of deciphering individual isozyme activity in a cellular context. We now report a novel approach to monitoring the intracellular inhibition of single isozymes based on bioluminescence resonance energy transfer from NanoLucTM, a small and exceedingly bright bioluminescent reporter. In our approach, a NanoLucTM fusion of the isozyme of interest is used in combination with an optimized fluorescent tracer. When bound, energy transfer occurs from the bioluminescent enzyme to the fluorescent probe. Displacement of the probe by a competitive inhibitor is then measured as a decrease in the energy transfer ratio, yielding IC50 data specific to the chosen isozyme. We demonstrate the ability to measure intracellular IC50 values of inhibitors against individual isozymes of class I and class IIb based on choice of the NanoLucTM fusion.
Citation Format: Carolyn C. Woodroofe, Matthew B. Robers, Thomas A. Kirkland, Kevin Kupcho, Andrew L. Niles, Mei Cong, Keith V. Wood. Isozyme-selective intracellular binding assay for histone deacetylases . [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 4241. doi:10.1158/1538-7445.AM2013-4241
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Affiliation(s)
| | | | | | | | | | - Mei Cong
- 2Promega Corporation, Madison, WI
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Hall MP, Unch J, Binkowski BF, Valley MP, Butler BL, Wood MG, Otto P, Zimmerman K, Vidugiris G, Machleidt T, Robers MB, Benink HA, Eggers CT, Slater MR, Meisenheimer PL, Klaubert DH, Fan F, Encell LP, Wood KV. Engineered luciferase reporter from a deep sea shrimp utilizing a novel imidazopyrazinone substrate. ACS Chem Biol 2012; 7:1848-57. [PMID: 22894855 PMCID: PMC3501149 DOI: 10.1021/cb3002478] [Citation(s) in RCA: 1032] [Impact Index Per Article: 86.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
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Bioluminescence methodologies have been extraordinarily
useful
due to their high sensitivity, broad dynamic range, and operational
simplicity. These capabilities have been realized largely through
incremental adaptations of native enzymes and substrates, originating
from luminous organisms of diverse evolutionary lineages. We engineered
both an enzyme and substrate in combination to create a novel bioluminescence
system capable of more efficient light emission with superior biochemical
and physical characteristics. Using a small luciferase subunit (19
kDa) from the deep sea shrimp Oplophorus gracilirostris, we have improved luminescence expression in mammalian cells ∼2.5
million-fold by merging optimization of protein structure with development
of a novel imidazopyrazinone substrate (furimazine). The new luciferase,
NanoLuc, produces glow-type luminescence (signal half-life >2 h)
with
a specific activity ∼150-fold greater than that of either firefly
(Photinus pyralis) or Renilla luciferases
similarly configured for glow-type assays. In mammalian cells, NanoLuc
shows no evidence of post-translational modifications or subcellular
partitioning. The enzyme exhibits high physical stability, retaining
activity with incubation up to 55 °C or in culture medium for
>15 h at 37 °C. As a genetic reporter, NanoLuc may be configured
for high sensitivity or for response dynamics by appending a degradation
sequence to reduce intracellular accumulation. Appending a signal
sequence allows NanoLuc to be exported to the culture medium, where
reporter expression can be measured without cell lysis. Fusion onto
other proteins allows luminescent assays of their metabolism or localization
within cells. Reporter quantitation is achievable even at very low
expression levels to facilitate more reliable coupling with endogenous
cellular processes.
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Affiliation(s)
- Mary P. Hall
- Promega Corporation, Madison, Wisconsin
53711 United States
| | - James Unch
- Promega Biosciences Incorporated, San Luis Obispo, California 93401 United
States
| | | | | | | | - Monika G. Wood
- Promega Corporation, Madison, Wisconsin
53711 United States
| | - Paul Otto
- Promega Corporation, Madison, Wisconsin
53711 United States
| | | | | | | | | | | | | | | | | | - Dieter H. Klaubert
- Promega Biosciences Incorporated, San Luis Obispo, California 93401 United
States
| | - Frank Fan
- Promega Corporation, Madison, Wisconsin
53711 United States
| | | | - Keith V. Wood
- Promega Corporation, Madison, Wisconsin
53711 United States
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Robers MB, Binkowski B, Karassina N, Stecha P, Eggers C, Cheng J, Zimmerman K, Fan F, Cong M. Abstract 151: Advancing pathway analysis using bioluminescent reporters. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
To enable investigation of key cellular signaling pathways, Promega has developed a portfolio of bioluminescent reporter gene assays using Firefly and Renilla luciferases. In combination with best-in-class luciferase detection reagents, these genetic reporter systems enable interrogation of important cellular responses involved in cancer, inflammation, and CNS disease. To address specialized customer needs in our industrial and research markets, Promega has a new custom assay service team dedicated to applying these enabling technologies through strategic external research collaborations. The performance of this technology portfolio is presented, including novel applications of luciferase reporters to interrogation of cytokine, stress, and toxicity pathway responses.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 151. doi:1538-7445.AM2012-151
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Machleidt T, Robers MB, Hermanson SB, Dudek JM, Bi K. TR-FRET cellular assays for interrogating posttranslational modifications of histone H3. ACTA ACUST UNITED AC 2011; 16:1236-46. [PMID: 21972037 DOI: 10.1177/1087057111422943] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Posttranslational modifications such as phosphorylation, acetylation, and methylation play important roles in regulating the structures and functions of histones, which in turn regulate gene expression and DNA repair and replication. Histone-modifying enzymes, such as deacetylases, methyltransferases and demethylases, have been pursued as therapeutic targets for various diseases. However, detection of the activities of these enzymes in high-throughput cell-based formats has remained challenging. The authors have developed high-throughput LanthaScreen cellular assays for Histone H3 site-specific modifications. These assays use cells expressing green fluorescence protein-tagged Histone H3 transiently delivered via BacMam and terbium-labeled anti-Histone H3 modification-specific antibodies. Robust time-resolved Förster resonance energy transfer signals were detected for H3 lysine-9 acetylation and dimethylation (H3K9me2), serine-10 phosphorylation, K4 di- and trimethylation, and K27 trimethylation. Consistent with previous reports, hypoxic stress increased K4 methylation levels, and methyltransferase G9a inhibitor UNC-0638 decreased K9me2 levels significantly, with little effects on other modifications. To demonstrate the utility of this assay platform in screening, the K9 acetylation assay was used to profile the Enzo Epigenetics Library. Twelve known HDAC inhibitors were identified as hits and followed up in a dose-response format. In conclusion, this assay platform enables high-throughput cell-based analysis of diverse types of posttranslational modifications of Histone H3.
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Affiliation(s)
- Thomas Machleidt
- Life Technologies Corporation, Discovery and ADMET Systems, Madison, WI 53719, USA
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Robers MB, Loh C, Carlson CB, Yang H, Frey EA, Hermanson SB, Bi K. Measurement of the cellular deacetylase activity of SIRT1 on p53 via LanthaScreen® technology. Mol Biosyst 2010; 7:59-66. [PMID: 20931131 DOI: 10.1039/c0mb00026d] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Upon genomic insult, the tumor suppressor p53 is phosphorylated and acetylated at specific serine and lysine residues, increasing its stability and transactivation function. Deacetylases, including the type III histone deacetylase SIRT1, remove acetyl groups from p53 and counterbalance acetyltransferase activity during a DNA damage response. This report describes a series of high-throughput LanthaScreen® time-resolved Förster resonance energy transfer (TR-FRET) immunoassays for detection of intracellular p53 phosphorylation of Ser15 and acetylation of Lys382 upon treatment with DNA damage agents, such as etoposide. These assays were used to measure the deacetylase activity of SIRT1 and/or Type I/II Histone deacetylases (HDACs). First, BacMam-mediated overexpression of SIRT1 resulted in dose-dependent deacetylation of GFP-p53 following etoposide treatment of U-2 OS cells, confirming that GFP-p53 serves as a SIRT1 substrate in this assay format. Further, overexpression of the acetyltransferase p300 via BacMam increased the acetylation of GFP-p53 at Lys382. Next, siRNA-mediated knockdown of SIRT1 resulted in increased GFP-p53 acetylation, indicating that endogenous SIRT1 activity can also be measured in U-2 OS cells. Consistent with these results, GFP-p53 acetylation was also increased upon treatment of cells with a small-molecule inhibitor of SIRT1, EX-527. The effect of this compound was dramatically increased when used in combination with chemotherapeutic drug and/or the HDAC inhibitor Trichostatin A, confirming a proposed synergistic mechanism of p53 deacetylation by SIRT1 and Type I/II HDACs. Taken together, the cellular assays described here can be used as high-throughput alternatives to traditional immunoassays such as western blotting for identifying pharmacological modulators of specific p53-modifying enzymes.
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Affiliation(s)
- Matthew B Robers
- Discovery Assays and Services, Life Technologies Corporation, Madison, WI 53719, USA
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Huwiler KG, Machleidt T, Chase L, Hanson B, Robers MB. Characterization of serotonin 5-hydroxytryptamine-1A receptor activation using a phospho-extracellular-signal regulated kinase 2 sensor. Anal Biochem 2009; 393:95-104. [DOI: 10.1016/j.ab.2009.06.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2009] [Accepted: 06/15/2009] [Indexed: 11/16/2022]
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