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Wang C, Wu Y, Xue Y, Zou L, Huang Y, Zhang P, Ji J. Combinatorial discovery of antibacterials via a feature-fusion based machine learning workflow. Chem Sci 2024; 15:6044-6052. [PMID: 38665528 PMCID: PMC11041243 DOI: 10.1039/d3sc06441g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 03/08/2024] [Indexed: 04/28/2024] Open
Abstract
The discovery of new antibacterials within the vast chemical space is crucial in combating drug-resistant bacteria such as methicillin-resistant Staphylococcus aureus (MRSA). However, the traditional approach of screening the entire chemical library in an ergodic manner can be laborious and time-consuming. Machine learning-assisted screening of antibacterials alleviates the exploration effort but suffers from the lack of reliable and related datasets. To address these challenges, we devised a combinatorial library comprising over 110 000 candidates based on the Ugi reaction. A focused library was subsequently generated through uniform sampling of the entire library to narrow down the preliminary screening scale. A novel feature-fusion architecture called the latent space constraint neural network was developed which incorporated both fingerprint and physicochemical molecular descriptors to predict the antibacterial properties. This integration allowed the model to leverage the complementary information provided by these descriptors and improve the accuracy of predictions. Three lead compounds that demonstrated excellent efficacy against MRSA while alleviating drug resistance were identified. This workflow highlights the integration of machine learning with the combinatorial chemical library to expedite high-quality data collection and extensive data mining for antibacterial screening.
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Affiliation(s)
- Cong Wang
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
- International Research Center for X Polymers, International Campus, Zhejiang University Haining Zhejiang 314400 PR China
| | - Yuhui Wu
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
- International Research Center for X Polymers, International Campus, Zhejiang University Haining Zhejiang 314400 PR China
| | - Yunfan Xue
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
| | - Lingyun Zou
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
| | - Yue Huang
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
| | - Peng Zhang
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
- International Research Center for X Polymers, International Campus, Zhejiang University Haining Zhejiang 314400 PR China
- State Key Laboratory of Transvascular Implantation Devices, Zhejiang University Hangzhou Zhejiang 311202 P. R. China
| | - Jian Ji
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University Hangzhou Zhejiang 310027 PR China
- International Research Center for X Polymers, International Campus, Zhejiang University Haining Zhejiang 314400 PR China
- State Key Laboratory of Transvascular Implantation Devices, Zhejiang University Hangzhou Zhejiang 311202 P. R. China
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2
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Wang Z, Shaabani S, Gao X, Ng YLD, Sapozhnikova V, Mertins P, Krönke J, Dömling A. Direct-to-biology, automated, nano-scale synthesis, and phenotypic screening-enabled E3 ligase modulator discovery. Nat Commun 2023; 14:8437. [PMID: 38114468 PMCID: PMC10730884 DOI: 10.1038/s41467-023-43614-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 11/09/2023] [Indexed: 12/21/2023] Open
Abstract
Thalidomide and its analogs are molecular glues (MGs) that lead to targeted ubiquitination and degradation of key cancer proteins via the cereblon (CRBN) E3 ligase. Here, we develop a direct-to-biology (D2B) approach for accelerated discovery of MGs. In this platform, automated, high throughput, and nano scale synthesis of hundreds of pomalidomide-based MGs was combined with rapid phenotypic screening, enabling an unprecedented fast identification of potent CRBN-acting MGs. The small molecules were further validated by degradation profiling and anti-cancer activity. This revealed E14 as a potent MG degrader targeting IKZF1/3, GSPT1 and 2 with profound effects on a panel of cancer cells. In a more generalized view, integration of automated, nanoscale synthesis with phenotypic assays has the potential to accelerate MGs discovery.
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Affiliation(s)
- Zefeng Wang
- University of Groningen, Department of Drug Design, A. Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Shabnam Shaabani
- University of Groningen, Department of Drug Design, A. Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Xiang Gao
- Department of Internal Medicine III, University Hospital Ulm, 89081, Ulm, Germany
| | - Yuen Lam Dora Ng
- Department of Hematology, Oncology and Cancer Immunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Valeriia Sapozhnikova
- Department of Hematology, Oncology and Cancer Immunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK) partner site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Philipp Mertins
- Max Delbrück Center for Molecular Medicine, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
| | - Jan Krönke
- Department of Hematology, Oncology and Cancer Immunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
- German Cancer Consortium (DKTK) partner site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Alexander Dömling
- University of Groningen, Department of Drug Design, A. Deusinglaan 1, 9713 AV, Groningen, The Netherlands.
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry and Czech Advanced Technology and Research Institute, Palackӯ University in Olomouc, Olomouc, Czech Republic.
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3
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Taylor CJ, Pomberger A, Felton KC, Grainger R, Barecka M, Chamberlain TW, Bourne RA, Johnson CN, Lapkin AA. A Brief Introduction to Chemical Reaction Optimization. Chem Rev 2023; 123:3089-3126. [PMID: 36820880 PMCID: PMC10037254 DOI: 10.1021/acs.chemrev.2c00798] [Citation(s) in RCA: 36] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
From the start of a synthetic chemist's training, experiments are conducted based on recipes from textbooks and manuscripts that achieve clean reaction outcomes, allowing the scientist to develop practical skills and some chemical intuition. This procedure is often kept long into a researcher's career, as new recipes are developed based on similar reaction protocols, and intuition-guided deviations are conducted through learning from failed experiments. However, when attempting to understand chemical systems of interest, it has been shown that model-based, algorithm-based, and miniaturized high-throughput techniques outperform human chemical intuition and achieve reaction optimization in a much more time- and material-efficient manner; this is covered in detail in this paper. As many synthetic chemists are not exposed to these techniques in undergraduate teaching, this leads to a disproportionate number of scientists that wish to optimize their reactions but are unable to use these methodologies or are simply unaware of their existence. This review highlights the basics, and the cutting-edge, of modern chemical reaction optimization as well as its relation to process scale-up and can thereby serve as a reference for inspired scientists for each of these techniques, detailing several of their respective applications.
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Affiliation(s)
- Connor J Taylor
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, U.K
- Innovation Centre in Digital Molecular Technologies, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| | - Alexander Pomberger
- Innovation Centre in Digital Molecular Technologies, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
| | - Kobi C Felton
- Department of Chemical Engineering and Biotechnology, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, U.K
| | - Rachel Grainger
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, U.K
| | - Magda Barecka
- Chemical Engineering Department, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115, United States
- Chemistry and Chemical Biology Department, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115, United States
- Cambridge Centre for Advanced Research and Education in Singapore, 1 Create Way, 138602 Singapore
| | - Thomas W Chamberlain
- Institute of Process Research and Development, School of Chemistry and School of Chemical and Process Engineering, University of Leeds, Leeds LS2 9JT, U.K
| | - Richard A Bourne
- Institute of Process Research and Development, School of Chemistry and School of Chemical and Process Engineering, University of Leeds, Leeds LS2 9JT, U.K
| | - Christopher N Johnson
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, U.K
| | - Alexei A Lapkin
- Innovation Centre in Digital Molecular Technologies, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K
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4
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Gao L, Shaabani S, Reyes Romero A, Xu R, Ahmadianmoghaddam M, Dömling A. 'Chemistry at the speed of sound': automated 1536-well nanoscale synthesis of 16 scaffolds in parallel. GREEN CHEMISTRY : AN INTERNATIONAL JOURNAL AND GREEN CHEMISTRY RESOURCE : GC 2023; 25:1380-1394. [PMID: 36824604 PMCID: PMC9940305 DOI: 10.1039/d2gc04312b] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 01/13/2023] [Indexed: 05/24/2023]
Abstract
Screening of large and diverse libraries is the 'bread and butter' in the first phase of the discovery of novel drugs. However, maintenance and periodic renewal of high-quality large compound collections pose considerable logistic, environmental and monetary problems. Here, we exercise an alternative, the 'on-the-fly' synthesis of large and diverse libraries on a nanoscale in a highly automated fashion. For the first time, we show the feasibility of the synthesis of a large library based on 16 different chemistries in parallel on several 384-well plates using the acoustic dispensing ejection (ADE) technology platform. In contrast to combinatorial chemistry, we produced 16 scaffolds at the same time and in a sparse matrix fashion, and each compound was produced by a random combination of diverse large building blocks. The synthesis, analytics, resynthesis of selected compounds, and chemoinformatic analysis of the library are described. The advantages of the herein described automated nanoscale synthesis approach include great library diversity, absence of library storage logistics, superior economics, speed of synthesis by automation, increased safety, and hence sustainable chemistry.
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Affiliation(s)
- Li Gao
- Department of Drug Design, University of Groningen Groningen The Netherlands
| | - Shabnam Shaabani
- Department of Drug Design, University of Groningen Groningen The Netherlands
| | - Atilio Reyes Romero
- Department of Drug Design, University of Groningen Groningen The Netherlands
| | - Ruixue Xu
- Department of Drug Design, University of Groningen Groningen The Netherlands
| | | | - Alexander Dömling
- CATRIN, Department of Innovative Chemistry, Palacký University Olomouc Olomouc Czech Republic
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5
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Ginsburg-Moraff C, Grob J, Chin K, Eastman G, Wildhaber S, Bayliss M, Mues HM, Palmieri M, Poirier J, Reck M, Luneau A, Rodde S, Reilly J, Wagner T, Brocklehurst CE, Wyler R, Dunstan D, Marziale AN. Integrated and automated high-throughput purification of libraries on microscale. SLAS Technol 2022; 27:350-360. [PMID: 36028206 DOI: 10.1016/j.slast.2022.08.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 08/04/2022] [Accepted: 08/21/2022] [Indexed: 12/14/2022]
Abstract
We herein report the development of an automation platform for rapid purification and quantification of chemical libraries including reformatting of chemical matter to 10 mM DMSO stock solutions. This fully integrated workflow features tailored conditions for preparative reversed-phase (RP) HPLC-MS on microscale based on analytical data, online fraction QC and CAD-based quantification as well as automated reformatting to enable rapid purification of chemical libraries. This automated workflow is entirely solution-based, eliminating the need to weigh or handle solids. This increases process efficiency and creates a link between high-throughput synthesis and profiling of novel chemical matter with respect to biological and physicochemical properties in relevant assays.
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Affiliation(s)
- Carol Ginsburg-Moraff
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Cambridge, MA 02139, USA.
| | - Jonathan Grob
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Cambridge, MA 02139, USA
| | - Karl Chin
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Cambridge, MA 02139, USA
| | - Grant Eastman
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Cambridge, MA 02139, USA
| | - Sandra Wildhaber
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | | | - Heinrich M Mues
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - Marco Palmieri
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - Jennifer Poirier
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Cambridge, MA 02139, USA
| | - Marcel Reck
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - Alexandre Luneau
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - Stephane Rodde
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - John Reilly
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - Trixie Wagner
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - Cara E Brocklehurst
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - René Wyler
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland
| | - David Dunstan
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Cambridge, MA 02139, USA.
| | - Alexander N Marziale
- Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Novartis Pharma AG., Fabrikstrasse 1, Basel 4056, Switzerland.
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6
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Sutanto F, Shaabani S, Oerlemans R, Eris D, Patil P, Hadian M, Wang M, Sharpe ME, Groves MR, Dömling A. Combining High-Throughput Synthesis and High-Throughput Protein Crystallography for Accelerated Hit Identification. Angew Chem Int Ed Engl 2021; 60:18231-18239. [PMID: 34097796 PMCID: PMC8456925 DOI: 10.1002/anie.202105584] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 05/31/2021] [Indexed: 12/24/2022]
Abstract
Protein crystallography (PX) is widely used to drive advanced stages of drug optimization or to discover medicinal chemistry starting points by fragment soaking. However, recent progress in PX could allow for a more integrated role into early drug discovery. Here, we demonstrate for the first time the interplay of high throughput synthesis and high throughput PX. We describe a practical multicomponent reaction approach to acrylamides and -esters from diverse building blocks suitable for mmol scale synthesis on 96-well format and on a high-throughput nanoscale format in a highly automated fashion. High-throughput PX of our libraries efficiently yielded potent covalent inhibitors of the main protease of the COVID-19 causing agent, SARS-CoV-2. Our results demonstrate, that the marriage of in situ HT synthesis of (covalent) libraires and HT PX has the potential to accelerate hit finding and to provide meaningful strategies for medicinal chemistry projects.
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Affiliation(s)
- Fandi Sutanto
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
| | - Shabnam Shaabani
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
| | - Rick Oerlemans
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
| | - Deniz Eris
- Photon Science DivisionPaul Scherrer InstituteSwitzerland
| | - Pravin Patil
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
| | - Mojgan Hadian
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
| | - Meitian Wang
- Photon Science DivisionPaul Scherrer InstituteSwitzerland
| | | | - Matthew R. Groves
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
| | - Alexander Dömling
- University of GroningenDepartment of Drug DesignA. Deusinglaan 19713AVGroningenThe Netherlands
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7
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Sutanto F, Shaabani S, Oerlemans R, Eris D, Patil P, Hadian M, Wang M, Sharpe ME, Groves MR, Dömling A. Combining High‐Throughput Synthesis and High‐Throughput Protein Crystallography for Accelerated Hit Identification. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202105584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Fandi Sutanto
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Shabnam Shaabani
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Rick Oerlemans
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Deniz Eris
- Photon Science Division Paul Scherrer Institute Switzerland
| | - Pravin Patil
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Mojgan Hadian
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Meitian Wang
- Photon Science Division Paul Scherrer Institute Switzerland
| | | | - Matthew R. Groves
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Alexander Dömling
- University of Groningen Department of Drug Design A. Deusinglaan 1 9713 AV Groningen The Netherlands
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8
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Mahjour B, Shen Y, Cernak T. Ultrahigh-Throughput Experimentation for Information-Rich Chemical Synthesis. Acc Chem Res 2021; 54:2337-2346. [PMID: 33891404 DOI: 10.1021/acs.accounts.1c00119] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The incorporation of data science is revolutionizing organic chemistry. It is becoming increasingly possible to predict reaction outcomes with accuracy, computationally plan new retrosynthetic routes to complex molecules, and design molecules with sophisticated functions. Critical to these developments has been statistical analysis of reaction data, for instance with machine learning, yet there is very little reaction data available upon which to build models. Reaction data can be mined from the literature, but experimental data tends to be reported in a text format that is difficult for computers to read. Compounding the issue, literature data are heavily biased toward "productive" reactions, and few "negative" reaction data points are reported even though they are critical for training of statistical models. High-throughput experimentation (HTE) has evolved over the past few decades as a tool for experimental reaction development. The beauty of HTE is that reactions are run in a systematic format, so data points are internally consistent, the reaction data are reported whether the desired product is observed or not, and automation may reduce the occurrence of false positive or negative data points. Additionally, experimental workflows for HTE lead to datasets with reaction metadata that are captured in a machine-readable format. We believe that HTE will play an increasingly important role in the data revolution of chemical synthesis. This Account details the miniaturization of synthetic chemistry culminating in ultrahigh-throughput experimentation (ultraHTE), wherein reactions are run in ∼1 μL droplets inside of 1536-well microtiter plates to minimize the use of starting materials while maximizing the output of experimental information. The performance of ultraHTE in 1536-well microtiter plates has led to an explosion of available reaction data, which have been used to identify specific substrate-catalyst pairs for maximal efficiency in novel cross-coupling reactions. The first iteration of ultraHTE focused on the use of dimethyl sulfoxide (DMSO) as a high-boiling solvent that is compatible with the plastics most commonly used in consumable well plates, which generated homogeneous reaction mixtures that are perfect for use with nanoliter-dosing liquid handling robotics. In this way, DMSO enabled diverse reagents to be arrayed in ∼1 μL droplets. Reactions were run at room temperature with no agitation and could be scaled up from the ∼0.05 mg reaction scale to the 1 g scale. Engineering enhancements enabled the use of ultraHTE with diverse and semivolatile solvents, photoredox catalysis, heating, and acoustic agitation. A main driver in the development of ultraHTE was the recognition of the opportunity for a direct merger between miniaturized reactions and biochemical assays. Indeed, a strategy was developed to feed ultraHTE reaction mixtures directly to a mass-spectrometry-based affinity selection bioassay. Thus, micrograms of starting materials could be used in the synthesis and direct biochemical testing of drug-like molecules. Reactions were performed at a reactant concentration of ∼0.1 M in an inert atmosphere, enabling even challenging transition-metal-catalyzed reactions to be used. Software to enable the workflow was developed. We recently initiated the mapping of reaction space, dreaming of a future where transformations, reaction conditions, structure, properties and function are studied in a systems chemistry approach.
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Affiliation(s)
- Babak Mahjour
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Yuning Shen
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Tim Cernak
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
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9
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Gao K, Shaabani S, Xu R, Zarganes-Tzitzikas T, Gao L, Ahmadianmoghaddam M, Groves MR, Dömling A. Nanoscale, automated, high throughput synthesis and screening for the accelerated discovery of protein modifiers. RSC Med Chem 2021; 12:809-818. [PMID: 34124680 PMCID: PMC8152715 DOI: 10.1039/d1md00087j] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 04/14/2021] [Indexed: 11/26/2022] Open
Abstract
Hit finding in early drug discovery is often based on high throughput screening (HTS) of existing and historical compound libraries, which can limit chemical diversity, is time-consuming, very costly, and environmentally not sustainable. On-the-fly compound synthesis and in situ screening in a highly miniaturized and automated format has the potential to greatly reduce the medicinal chemistry environmental footprint. Here, we used acoustic dispensing technology to synthesize a library in a 1536 well format based on the Groebcke-Blackburn-Bienaymé reaction (GBB-3CR) on a nanomole scale. The unpurified library was screened by differential scanning fluorimetry (DSF) and cross-validated using microscale thermophoresis (MST) against the oncogenic protein-protein interaction menin-MLL. Several GBB reaction products were found as μM menin binder, and the structural basis of the interactions with menin was elucidated by co-crystal structure analysis. Miniaturization and automation of the organic synthesis and screening process can lead to an acceleration in the early drug discovery process, which is an alternative to classical HTS and a step towards the paradigm of continuous manufacturing.
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Affiliation(s)
- Kai Gao
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Shabnam Shaabani
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Ruixue Xu
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Tryfon Zarganes-Tzitzikas
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Li Gao
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Maryam Ahmadianmoghaddam
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Matthew R Groves
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
| | - Alexander Dömling
- Pharmacy Department, Drug Design group, University of Groningen A. Deusinglaan 1 9700 AD Groningen The Netherlands
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10
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Sutanto F, Shaabani S, Neochoritis CG, Zarganes-Tzitzikas T, Patil P, Ghonchepour E, Dömling A. Multicomponent reaction-derived covalent inhibitor space. SCIENCE ADVANCES 2021; 7:eabd9307. [PMID: 33536213 PMCID: PMC7857676 DOI: 10.1126/sciadv.abd9307] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 12/15/2020] [Indexed: 05/16/2023]
Abstract
The area of covalent inhibitors is gaining momentum due to recently introduced clinical drugs, but libraries of these compounds are scarce. Multicomponent reaction (MCR) chemistry is well known for its easy access to a very large and diverse chemical space. Here, we show that MCRs are highly suitable to generate libraries of electrophiles based on different scaffolds and three-dimensional shapes and highly compatible with multiple functional groups. According to the building block principle of MCR, acrylamide, acrylic acid ester, sulfurylfluoride, chloroacetic acid amide, nitrile, and α,β-unsaturated sulfonamide warheads can be easily incorporated into many different scaffolds. We show examples of each electrophile on 10 different scaffolds on a preparative scale as well as in a high-throughput synthesis mode on a nanoscale to produce libraries of potential covalent binders in a resource- and time-saving manner. Our operational procedure is simple, mild, and step economical to facilitate future covalent library synthesis.
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Affiliation(s)
- Fandi Sutanto
- Department of Drug Design, University of Groningen, A. Deusinglaan 1, 9700 AD Groningen, The Netherlands
| | - Shabnam Shaabani
- Department of Drug Design, University of Groningen, A. Deusinglaan 1, 9700 AD Groningen, The Netherlands
| | | | - Tryfon Zarganes-Tzitzikas
- Department of Drug Design, University of Groningen, A. Deusinglaan 1, 9700 AD Groningen, The Netherlands
| | - Pravin Patil
- Department of Drug Design, University of Groningen, A. Deusinglaan 1, 9700 AD Groningen, The Netherlands
| | - Ehsan Ghonchepour
- Department of Drug Design, University of Groningen, A. Deusinglaan 1, 9700 AD Groningen, The Netherlands
| | - Alexander Dömling
- Department of Drug Design, University of Groningen, A. Deusinglaan 1, 9700 AD Groningen, The Netherlands.
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11
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Grainger R, Whibley S. A Perspective on the Analytical Challenges Encountered in High-Throughput Experimentation. Org Process Res Dev 2021. [DOI: 10.1021/acs.oprd.0c00463] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Rachel Grainger
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, U.K
| | - Stuart Whibley
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, U.K
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12
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Tripolitsiotis NP, Thomaidi M, Neochoritis CG. The Ugi Three‐Component Reaction; a Valuable Tool in Modern Organic Synthesis. European J Org Chem 2020. [DOI: 10.1002/ejoc.202001157] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
| | - Maria Thomaidi
- Chemistry Department School of Science and Engineering University of Crete 70013 Heraklion Greece
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13
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Kuang M, Wu L, Huang Z, Wang J, Zhang X, Song Y. Inkjet Printing of a Micro/Nanopatterned Surface to Serve as Microreactor Arrays. ACS APPLIED MATERIALS & INTERFACES 2020; 12:30962-30971. [PMID: 32515181 DOI: 10.1021/acsami.0c07066] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Microreactors are of great importance for chemical reaction screening, nanoparticle synthesis, protein crystallization, DNA detection, organic synthesis, etc. Here, we reported an effective, flexible, and low-cost method for fabricating microreactor arrays by inkjet printing technology. This strategy utilizes the controllable sliding behavior of the three-phase contact line to form hydrophilic-hydrophobic micropatterns for microreactors with sizes low to several hundreds of nanometers. Reactions in the order of 1 × 10-21 mol molecules can be realized in these microreactors, and crystallization processes can also be conducted to synthesize single crystals.
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Affiliation(s)
- Minxuan Kuang
- Beijing Key Laboratory of Clothing Materials R & D and Assessment, Beijing Engineering Research Center of Textile Nanofiber, School of Materials Design & Engineering, Beijing Institute of Fashion Technology, Beijing 100029, China
- Beijing National Laboratory for Molecular Sciences (BNLMS), Key Laboratory of Green Printing, Key Laboratory of Organic Solids, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Lei Wu
- Beijing National Laboratory for Molecular Sciences (BNLMS), Key Laboratory of Green Printing, Key Laboratory of Organic Solids, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Zhandong Huang
- Beijing National Laboratory for Molecular Sciences (BNLMS), Key Laboratory of Green Printing, Key Laboratory of Organic Solids, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Jingxia Wang
- Laboratory of Bio-Inspired Smart Interface Sciences, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Xiuqin Zhang
- Beijing Key Laboratory of Clothing Materials R & D and Assessment, Beijing Engineering Research Center of Textile Nanofiber, School of Materials Design & Engineering, Beijing Institute of Fashion Technology, Beijing 100029, China
| | - Yanlin Song
- Beijing National Laboratory for Molecular Sciences (BNLMS), Key Laboratory of Green Printing, Key Laboratory of Organic Solids, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
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