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Article
| Open AccessFrom a drug repositioning to a structure-based drug design approach to tackle acute lymphoblastic leukemia
Deoxycytidine kinase is the rate-limiting enzyme of the salvage pathway and it has recently emerged as a target for antiproliferative therapies for cancers where it is essential. Here, the authors develop a potent inhibitor applying an iterative multidisciplinary approach, which relies on computational design coupled with experimental evaluations.
- Magali Saez-Ayala
- , Laurent Hoffer
- & Xavier Morelli
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Article
| Open AccessChemistry-intuitive explanation of graph neural networks for molecular property prediction with substructure masking
Attempts to explain molecular property predictions of neural networks are not always compatible with chemical intuition based on chemical substructures. Here the authors propose the substructure mask explanation method to tackle this challenge.
- Zhenxing Wu
- , Jike Wang
- & Tingjun Hou
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Article
| Open AccessSingle-molecule fingerprinting of protein-drug interaction using a funneled biological nanopore
Efficient screening of protein-drug interactions (PDIs) has been impeded by the limitations of current biophysical approaches. Here, the authors present a funneled YaxAB nanopore sensor which allows label-free, single-molecule detection of proteins and PDIs.
- Ki-Baek Jeong
- , Minju Ryu
- & Seung-Wook Chi
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Article
| Open AccessPotent and selective covalent inhibition of the papain-like protease from SARS-CoV-2
The development of direct-acting antivirals to combat COVID-19 remains an important goal. Here the authors design covalent inhibitors that target the papain-like protease from SARS-CoV-2. The most promising inhibitor blocks viral replication in mammalian cells.
- Brian C. Sanders
- , Suman Pokhrel
- & Jerry M. Parks
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Article
| Open AccessWavelength engineerable porous organic polymer photosensitizers with protonation triggered ROS generation
Engineering excitation wavelength of photosensitizers allows to enhanced reactive oxygen species but controlling the wavelength corresponding to operating conditions remains challenging. Here, the authors implement a wavelength-engineerable imidazolium-based porous organic polymer and demonstrate tuning of the optimal wavelength for maximum performance by modifying the linker system.
- Jinwoo Shin
- , Dong Won Kang
- & Chang Seop Hong
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Article
| Open AccessAmide-to-ester substitution as a stable alternative to N-methylation for increasing membrane permeability in cyclic peptides
Naturally occurring peptides with high membrane permeability often have backbone ester bonds. Here, the authors investigated the effect of an amide-to-ester substitution on membrane permeability of peptides and found the substitution is useful for improving membrane permeability of cyclic peptides.
- Yuki Hosono
- , Satoshi Uchida
- & Shinsuke Sando
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Article
| Open AccessTrio-pharmacophore DNA-encoded chemical library for simultaneous selection of fragments and linkers
Dual-pharmacophore DNA-Encoded Libraries (DELs) can generate large libraries, but linker optimisation is challenging. Here, the authors report a trio-pharmacophore DEL (T-DEL) for both de novo fragment identification and linker optimization of known fragment pairs.
- Meiying Cui
- , Dzung Nguyen
- & Yixin Zhang
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Article
| Open AccessReference compounds for characterizing cellular injury in high-content cellular morphology assays
Cellular nuisance compounds are a burden in chemical biology and drug screening. Here the authors profile prototypical cytotoxic and nuisance compounds using the cell painting assay to systematically characterise cellular morphologies associated with compound-dependent cellular injury and nuisance activity.
- Jayme L. Dahlin
- , Bruce K. Hua
- & Bridget K. Wagner
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Article
| Open AccessA covalent BTK ternary complex compatible with targeted protein degradation
Bridging covalent ligand discovery with chimeric degrader design has emerged as a mechanism to target proteins that lack enzymatic activity or are intractable. Here, the authors use biochemical and cellular tools to deconvolute the role of covalent modification in targeted protein degradation using Bruton’s tyrosine kinase.
- James Schiemer
- , Andrew Maxwell
- & Matthew F. Calabrese
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Article
| Open AccessIdentification of SARS-CoV-2 Mpro inhibitors containing P1’ 4-fluorobenzothiazole moiety highly active against SARS-CoV-2
Effective antivirals are critical for combatting SARS-CoV-2 infections. Here, the authors develop two orally available small molecules, which specifically inhibit the activity of the SARS-CoV-2 main protease and potently block the infectivity and replication of various SARS-CoV-2 strains in cells and mice.
- Nobuyo Higashi-Kuwata
- , Kohei Tsuji
- & Hiroaki Mitsuya
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Article
| Open AccessDirect synthesis of sila-benzoazoles through hydrosilylation and rearrangement cascade reaction of benzoazoles and silanes
Sila-substituted compounds have potential application in medicinal chemistry, but their preparation from the corresponding carbon analogues remains challenging. Here, the authors report the synthesis of sila-benzoazoles via hydrosilylation and rearrangement of benzoazoles; the reaction is enabled by a Lewis acid.
- Tianwei Liu
- , Mo Yang
- & Yuetao Zhang
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Article
| Open AccessAccelerating inhibitor discovery for deubiquitinating enzymes
Deubiquitinases (DUBs) are key signaling enzymes, many of which lack selective inhibitors. Chan et al. pair a DUB-focused covalent library to mass spectrometry activity-based protein profiling, leading to selective hits against 23 endogenous DUBs and a first-in-class VCPIP1 probe with nanomolar potency.
- Wai Cheung Chan
- , Xiaoxi Liu
- & Sara J. Buhrlage
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Article
| Open AccessDiscovery and biosynthesis of karnamicins as angiotensin converting enzyme inhibitors
Treatment of hypertension entails use of angiotensin-converting enzyme inhibitors. Here, the authors show a series of karnamicins with significant inhibitory activity and identify two unusual flavoprotein hydroxylases involved in the assembly of the fully-substituted hydroxypyridine core of karnamicins.
- Zhiyin Yu
- , Jian-Ping Huang
- & Sheng-Xiong Huang
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Article
| Open AccessMachine learning models to accelerate the design of polymeric long-acting injectables
Polymer-based long-acting injectable drugs are a promising therapeutic strategy for chronic diseases. Here the authors use machine learning to inform the data-driven development of advanced drug formulations.
- Pauric Bannigan
- , Zeqing Bao
- & Christine Allen
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Article
| Open AccessSynthesis of macrocyclic nucleoside antibacterials and their interactions with MraY
MraY is a membrane enzyme required for bacterial cell wall synthesis. Here, the authors modify sphaerimicins as antibacterials targeting it via structure-based design and synthesis through two key reactions, showing a platform for further development of MraY inhibitors as antibacterials.
- Takeshi Nakaya
- , Miyuki Yabe
- & Satoshi Ichikawa
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Article
| Open AccessChemoenzymatic synthesis of sulfur-linked sugar polymers as heparanase inhibitors
Heparin is a family of complex carbohydrates binding to proteins to modulate cell activities. Here the authors report the synthesis, and conformations simulations of S-linked hemi-A heparosan [GlcA-S-GlcNAc]n, a thio-glycosidic uncleavable polysaccharide, and test it as human heparanase inhibitor.
- Peng He
- , Xing Zhang
- & Paul L. DeAngelis
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Article
| Open AccessConstruction of a synthetic methodology-based library and its application in identifying a GIT/PIX protein–protein interaction inhibitor
Chemical libraries with skeleton diversity are important for drug discovery. Here, the authors establish a synthetic methodology-based compound library (SMBL), and apply it to identify a small-molecule inhibitor to interrupt a challenging target: the protein–protein interaction (PPI) of GIT1/β-Pix.
- Jing Gu
- , Rui-Kun Peng
- & Qin Ouyang
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Article
| Open AccessDeepPROTACs is a deep learning-based targeted degradation predictor for PROTACs
The rational design of PROTACs is difficult due to their obscure structure-activity relationship. Here the authors present a deep neural network model - DeepPROTACs - for predicting the degradation capacity of a proposed PROTAC molecule.
- Fenglei Li
- , Qiaoyu Hu
- & Fang Bai
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Article
| Open AccessIncreased slow dynamics defines ligandability of BTB domains
Here, the authors discover that ligandability of BTB domains correlates with the presence of μs-ms time scale dynamics. This finding suggests that protein dynamics may be a broadly applicable tool in drug discovery to assess the ligandability of novel and challenging targets.
- Vladlena Kharchenko
- , Brian M. Linhares
- & Łukasz Jaremko
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Article
| Open AccessGenerative deep learning enables the discovery of a potent and selective RIPK1 inhibitor
Retrieval of a new starting active compound with a novel scaffold during early drug development is an important but challenging task. Here, the authors propose a generative deep learning model and by applying this model they discover a potent and highly selective RIPK1 inhibitor with a previously unreported scaffold.
- Yueshan Li
- , Liting Zhang
- & Shengyong Yang
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Article
| Open AccessGlycolytic flux control by drugging phosphoglycolate phosphatase
Targeting cellular glucose metabolism is a therapeutic strategy in human diseases such as autoimmunity or cancer. Here, the authors demonstrate the druggability of phosphoglycolate phosphatase, and validate an alternative approach to control glycolysis.
- Elisabeth Jeanclos
- , Jan Schlötzer
- & Antje Gohla
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Article
| Open AccessChemical space docking enables large-scale structure-based virtual screening to discover ROCK1 kinase inhibitors
Virtual screening of huge libraries is successful in identifying drug leads. Here, the authors describe a computational strategy, Chemical Space Docking, which combines docking with a reaction-based search of compounds, thereby enabling the exploration of billions of compounds and beyond.
- Paul Beroza
- , James J. Crawford
- & Christian Lemmen
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Article
| Open Access[2]-Ladderanes as isosteres for meta-substituted aromatic rings and rigidified cyclohexanes
The development of new classes of isosteres and building blocks is crucial to the advancement of medicinal chemistry programs. Here, the authors report the synthesis and development of ladderanes to act as replacements for meta-substituted aromatic rings and cyclohexanes.
- Rachel C. Epplin
- , Shashwati Paul
- & M. Kevin Brown
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Article
| Open AccessLysyl-tRNA synthetase, a target for urgently needed M. tuberculosis drugs
Tuberculosis is a major cause of mortality, and the rise of drug-resistant strains of Mycobacterium tuberculosis requires the urgent development of safe and effective treatments. In this work, the authors develop a compound against lysyl-tRNA synthetase, demonstrating on-target mechanism of action and efficacy in vivo.
- Simon R. Green
- , Susan H. Davis
- & Laura A. T. Cleghorn
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Article
| Open AccessA selective and orally bioavailable VHL-recruiting PROTAC achieves SMARCA2 degradation in vivo
Protein degraders are an emerging drug modality; however, their properties lie beyond typical drug-like space. Here the authors report optimisation via structure-based exit vector and linker design towards the VHL-recruiting PROTAC ACBI2, an orally bioavailable and selective degrader of SMARCA2.
- Christiane Kofink
- , Nicole Trainor
- & William Farnaby
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Article
| Open AccessInsight into mode-of-action and structural determinants of the compstatin family of clinical complement inhibitors
Therapeutic modulation of the complement system has gained interest over the past two decades. Here, the authors provide molecular-level insight into the mode-of-action, target selectivity and species specificity of the compstatin family of complement inhibitors, which entered the clinic in 2021.
- Christina Lamers
- , Xiaoguang Xue
- & Daniel Ricklin
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Article
| Open AccessStructure of the active Gi-coupled human lysophosphatidic acid receptor 1 complexed with a potent agonist
LPA1 is one of the GPCRs that are drug targets for various diseases. Here the authors report a cryo-EM structure of the active human LPA1-Gi complex bound to an LPA analog with more potent activity against LPA1 and clarified the ligand recognition mechanism.
- Hiroaki Akasaka
- , Tatsuki Tanaka
- & Osamu Nureki
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Article
| Open AccessIdentification of a binding site on soluble RANKL that can be targeted to inhibit soluble RANK-RANKL interactions and treat osteoporosis
Huang et al. discover a binding site on soluble RANKL that is not found on its membrane-bound homologue. A drug screening identified a small molecule (S3-15) that can target this binding site and has anti-osteoporotic but not immunosuppressive effects.
- Dane Huang
- , Chao Zhao
- & Jun Xu
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Article
| Open AccessElucidating the path to Plasmodium prolyl-tRNA synthetase inhibitors that overcome halofuginone resistance
The development of antimalarials against the human liver and asexual blood stages is one of the top public health challenges. Here, the authors report a single-step biochemical assay for the characterization of prolyl-tRNA synthetase inhibitors, and develop high-affinity inhibitors for the enzyme, including elusive triple-site ligands.
- Mark A. Tye
- , N. Connor Payne
- & Ralph Mazitschek
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Article
| Open AccessRational design of a sensitivity-enhanced tracer for discovering efficient APC–Asef inhibitors
The adenomatous polyposis coli (APC)–Asef protein interaction is essential for colorectal cancer metastasis. Here, the authors present the rational design of a sensitivity-enhanced tracer for fluorescence polarization assays, enabling them to discover more efficient APC–Asef interaction inhibitors.
- Jie Zhong
- , Yuegui Guo
- & Jian Zhang
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Article
| Open AccessA lymphatic-absorbed multi-targeted kinase inhibitor for myelofibrosis therapy
Combination therapies simultaneously inhibiting different therapeutic targets in cancer is challenged by individual pharmacokinetic profiles. Here, the authors generate an orally provided multi-targeted kinase inhibitor that is lymphatic absorbed and increases survival in a murine model of myelofibrosis.
- Brian D. Ross
- , Youngsoon Jang
- & Marcian E. Van Dort
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Article
| Open AccessInhibition of NMDA receptors through a membrane-to-channel path
Wilcox et al. (2022) show that NMDA receptor channel blockers, some of which are clinically important drugs, can access their binding site via 2 routes: a well-known path from the extracellular solution, and another path through the plasma membrane.
- Madeleine R. Wilcox
- , Aparna Nigam
- & Jon W. Johnson
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Article
| Open AccessAn LNA-amide modification that enhances the cell uptake and activity of phosphorothioate exon-skipping oligonucleotides
Oligonucleotides targeting mRNA are promising therapeutic agents but suffer from poor bioavailability. Here, the authors develop reduced-charge oligonucleotides with artificial LNA-amide linkages with improved cell uptake and minimal structural deviation to the DNA:RNA duplex.
- Ysobel R. Baker
- , Cameron Thorpe
- & Tom Brown
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Article
| Open AccessSynthesis and direct assay of large macrocycle diversities by combinatorial late-stage modification at picomole scale
Macrocycles have potential as therapeutics, but their libraries are currently not large enough for high-throughput screening. Here, the authors show a combinatorial approach to generate a library of almost 20’000 macrocycles by conjugating carboxylic-acid fragments to macrocyclic scaffolds, identifying nanomolar inhibitors against thrombin and binders of MDM2.
- Sevan Habeshian
- , Manuel Leonardo Merz
- & Christian Heinis
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Article
| Open AccessRu(II) photocages enable precise control over enzyme activity with red light
The cytochrome P450 enzyme CYP1B1 is overexpressed in a variety of tumors, and is correlated with poor treatment outcomes; thus, it is desirable to develop CYP1B1 inhibitors to restore chemotherapy efficacy. Here the authors describe the creation of light-triggered CYP1B1 inhibitors as “prodrugs”, and achieve >6000-fold improvement in potency upon activation with low-energy (660 nm) light.
- Dmytro Havrylyuk
- , Austin C. Hachey
- & Edith C. Glazer
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Article
| Open AccessPeripherally restricted transthyretin-based delivery system for probes and therapeutics avoiding opioid-related side effects
The current peripherally acting mu-opioid receptor antagonists present limited permeability and pharmacokinetic properties. Here, the authors develop a drug delivery approach based on AG10, which demonstrates the impact of mu-opioid receptors in the central nervous system in precipitating opioid-induced constipation.
- Md Tariqul Haque Tuhin
- , Dengpan Liang
- & Mamoun M. Alhamadsheh
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Article
| Open AccessTargeting dual-specificity tyrosine phosphorylation-regulated kinase 2 with a highly selective inhibitor for the treatment of prostate cancer
The kinase DYRK2 is a known oncogene but its role in prostate cancer is unexplored. Here, the authors identify DYRK2 as a target for prostate cancer with a role in invasion and they discover a specific DYRK2 inhibitor that has good pharmacokinetics and efficacy in vivo.
- Kai Yuan
- , Zhaoxing Li
- & Peng Yang
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Article
| Open AccessA genetic engineering strategy for editing near-infrared-II fluorophores
It is currently difficult to synthesise NIR-II probes with good quantum yields, biocompatibility and pharmacokinetics. Here the authors report a strategy to alter these properties by modifying the protein coatings with biofunctional molecules, and generate long-wavelength fluorophores for in vivo imaging.
- Rui Tian
- , Xin Feng
- & Xiaoyuan Chen
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Article
| Open AccessFoldamers reveal and validate therapeutic targets associated with toxic α-synuclein self-assembly
Inhibiting alpha-synuclein self-assembly into amyloid structures, associated with Parkinson’s disease, is a potential therapeutic intervention. Here, the authors identify the domains/sequences that are essential for alpha-synuclein aggregation and test the activity of foldamer-based antagonists to identify potential therapeutic targets.
- Jemil Ahmed
- , Tessa C. Fitch
- & Sunil Kumar
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Article
| Open AccessCovalent narlaprevir- and boceprevir-derived hybrid inhibitors of SARS-CoV-2 main protease
Three covalent hybrid inhibitors of SARS-CoV-2 main protease (Mpro) have been designed and compared to Pfizer’s nirmatrelvir (PF-07321332), providing atomic and thermodynamic details of their binding to the enzyme, and antiviral potency.
- Daniel W. Kneller
- , Hui Li
- & Andrey Kovalevsky
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Article
| Open AccessAn unexpected strategy to alleviate hypoxia limitation of photodynamic therapy by biotinylation of photosensitizers
Type I photodynamic therapy (PDT) sensitizers show good hypoxia tolerance but only few strategies are available for the design of purely organic Type I photosensitizers (PS). Here, the authors use biotinylation as design strategy to obtain PS-Biotin sensitizers with high efficiency for the generation of superoxide anion radicals and singlet oxygen.
- Jing An
- , Shanliang Tang
- & Wen-Heng Zheng
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Article
| Open AccessStructure of the active pharmaceutical ingredient bismuth subsalicylate
Pepto-Bismol has been used to treat gastrointestinal disorders for over a century, yet the structure of its active ingredient is still under debate. Here, the authors apply electron crystallography to unveil the structure of bismuth subsalicylate.
- Erik Svensson Grape
- , Victoria Rooth
- & A. Ken Inge
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Article
| Open AccessDevelopment of optimized drug-like small molecule inhibitors of the SARS-CoV-2 3CL protease for treatment of COVID-19
Small molecule drugs promise to remain a valuable tool in controlling the ongoing COVID-19 pandemic. Here the authors describe optimized drug-like small molecule inhibitors of the SARS-CoV-2 3CL protease for potential treatment of COVID-19.
- Hengrui Liu
- , Sho Iketani
- & Brent R. Stockwell
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Article
| Open AccessA synthetic lipopeptide targeting top-priority multidrug-resistant Gram-negative pathogens
Polymyxins are often the last therapeutic option for multidrug-resistant (MDR) bacteria, but have suboptimal safety and efficacy. Here the authors report the discovery and development of a synthetic lipopeptide with an improved safety and efficacy against top-priority MDR Gram-negative pathogens.
- Kade D. Roberts
- , Yan Zhu
- & Jian Li
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Article
| Open AccessMicroalgae-based oral microcarriers for gut microbiota homeostasis and intestinal protection in cancer radiotherapy
Protecting the whole small intestine from radiation-induced intestinal injury during the radiotherapy of abdominal or pelvic solid tumors remains an unmet clinical need. Here the authors use a natural microalga to readily construct an oral delivery system to achieve effective radioprotection for the small intestine.
- Dongxiao Zhang
- , Danni Zhong
- & Min Zhou
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Article
| Open AccessLeveraging the multivalent p53 peptide-MdmX interaction to guide the improvement of small molecule inhibitors
Peptide fragments derived from the interfaces of protein-protein interactions (PPIs) provide useful templates for designing small molecule PPI inhibitors. Here, the authors utilize the multivalency of an MdmX-binding p53 peptide to develop a weak inhibitor of MdmX into potent Mdm2/MdmX inhibitors.
- Xiyao Cheng
- , Rong Chen
- & Zhengding Su
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Article
| Open AccessSmall molecule SWELL1 complex induction improves glycemic control and nonalcoholic fatty liver disease in murine Type 2 diabetes
Type 2 diabetes is associated with insulin resistance, impaired insulin secretion and liver steatosis. Here the authors report a proof-of-concept study for small molecule SWELL1 modulators as a therapeutic approach to treat diabetes and associated liver steatosis by enhancing systemic insulin-sensitivity and insulin secretion in mice.
- Susheel K. Gunasekar
- , Litao Xie
- & Rajan Sah
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Article
| Open AccessDifferential activation mechanisms of lipid GPCRs by lysophosphatidic acid and sphingosine 1-phosphate
Liu et al. report structures of human sphingosine 1-phosphate (S1P) receptor 1 (S1P1) in complex with Gi and S1P or the multiple sclerosis (MS) drug Siponimod, as well as human lysophosphatidic acid (LPA) receptor 1 (LPA1) in complex with Gi and LPA, revealing distinct conformations of the lysophospholipids interacting with their cognate GPCRs.
- Shian Liu
- , Navid Paknejad
- & Xin-Yun Huang
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Article
| Open AccessDecisive role of water and protein dynamics in residence time of p38α MAP kinase inhibitors
The molecular determinants of the residence time of a small molecule inhibitor at its target protein are not well understood. Here, Pantsar et al. show that the target protein’s conformational stability and solvent exposure are key factors governing the target residence time of kinase inhibitors.
- Tatu Pantsar
- , Philipp D. Kaiser
- & Stefan A. Laufer