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1.
Nat Chem Biol ; 20(9): 1164-1175, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38773330

RESUMO

The C-terminal to LisH (CTLH) complex is a ubiquitin ligase complex that recognizes substrates with Pro/N-degrons via its substrate receptor Glucose-Induced Degradation 4 (GID4), but its function and substrates in humans remain unclear. Here, we report PFI-7, a potent, selective and cell-active chemical probe that antagonizes Pro/N-degron binding to human GID4. Use of PFI-7 in proximity-dependent biotinylation and quantitative proteomics enabled the identification of GID4 interactors and GID4-regulated proteins. GID4 interactors are enriched for nucleolar proteins, including the Pro/N-degron-containing RNA helicases DDX21 and DDX50. We also identified a distinct subset of proteins whose cellular levels are regulated by GID4 including HMGCS1, a Pro/N-degron-containing metabolic enzyme. These data reveal human GID4 Pro/N-degron targets regulated through a combination of degradative and nondegradative functions. Going forward, PFI-7 will be a valuable research tool for investigating CTLH complex biology and facilitating development of targeted protein degradation strategies that highjack CTLH E3 ligase activity.


Assuntos
Ligação Proteica , Humanos , Proteólise , Células HEK293 , Sondas Moleculares/química , Sondas Moleculares/metabolismo , RNA Helicases DEAD-box/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Degrons , Receptores de Interleucina-17
2.
Bioorg Med Chem Lett ; 98: 129546, 2024 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-37944866

RESUMO

Epigenetic proteins containing YEATS domains (YD) are an emerging target class in drug discovery. Described herein are the discovery and characterization efforts associated with PFI-6, a new chemical probe for the YD of MLLT1 (ENL/YEATS1) and MLLT3 (AF9/YEATS3). For hit identification, fragment-like mimetics of endogenous YD ligands (crotonylated histone-containing proteins), were synthesized via parallel medicinal chemistry (PMC) and screened for MLLT1 binding. Subsequent SAR studies led to iterative MLLT1/3 binding and selectivity improvements, culminating in the discovery of PFI-6. PFI-6 demonstrates good affinity and selectivity for MLLT1/3 vs. other human YD proteins (YEATS2/4) and engages MLLT3 in cells. Small-molecule X-ray co-crystal structures of two molecules, including PFI-6, bound to the YD of MLLT1/3 are also described. PFI-6 may be a useful tool molecule to better understand the biological effects associated with modulation of MLLT1/3.


Assuntos
Histonas , Proteínas Nucleares , Humanos , Proteínas Nucleares/metabolismo , Histonas/metabolismo , Domínios Proteicos , Descoberta de Drogas , Proteínas de Neoplasias/metabolismo , Fatores de Transcrição/metabolismo
3.
J Am Chem Soc ; 145(20): 11173-11184, 2023 05 24.
Artigo em Inglês | MEDLINE | ID: mdl-37116188

RESUMO

G protein-coupled receptors (GPCRs) modulate diverse cellular signaling pathways and are important drug targets. Despite the availability of high-resolution structures, the discovery of allosteric modulators remains challenging due to the dynamic nature of GPCRs in native membranes. We developed a strategy to covalently tether drug fragments adjacent to allosteric sites in GPCRs to enhance their potency and enable fragment-based drug screening in cell-based systems. We employed genetic code expansion to site-specifically introduce noncanonical amino acids with reactive groups in C-C chemokine receptor 5 (CCR5) near an allosteric binding site for the drug maraviroc. We then used molecular dynamics simulations to design heterobifunctional maraviroc analogues consisting of a drug fragment connected by a flexible linker to a reactive moiety capable of undergoing a bioorthogonal coupling reaction. We synthesized a library of these analogues and employed the bioorthogonal inverse electron demand Diels-Alder reaction to couple the analogues to the engineered CCR5 in live cells, which were then assayed using cell-based signaling assays. Tetherable low-affinity maraviroc fragments displayed an increase in potency for CCR5 engineered with reactive unnatural amino acids that were adjacent to the maraviroc binding site. The strategy we describe to tether novel drug fragments to GPCRs should prove useful to probe allosteric or cryptic binding site functionality in fragment-based GPCR-targeted drug discovery.


Assuntos
Aminoácidos , Receptores Acoplados a Proteínas G , Maraviroc , Sítios de Ligação , Sítio Alostérico , Regulação Alostérica , Ligantes
4.
Chem Res Toxicol ; 36(6): 934-946, 2023 06 19.
Artigo em Inglês | MEDLINE | ID: mdl-37148271

RESUMO

We recently disclosed SAR studies on systemically acting, amide-based inhibitors of diacylglycerol acyltransferase 2 (DGAT2) that addressed metabolic liabilities with the liver-targeted DGAT2 inhibitor PF-06427878. Despite strategic placement of a nitrogen atom in the dialkoxyaromatic ring in PF-06427878 to evade oxidative O-dearylation, metabolic intrinsic clearance remained high due to extensive piperidine ring oxidation as exemplified with compound 1. Piperidine ring modifications through alternate N-linked heterocyclic ring/spacer combination led to azetidine 2 that demonstrated lower intrinsic clearance. However, 2 underwent a facile cytochrome P450 (CYP)-mediated α-carbon oxidation followed by azetidine ring scission, resulting in the formation of ketone (M2) and aldehyde (M6) as stable metabolites in NADPH-supplemented human liver microsomes. Inclusion of GSH or semicarbazide in microsomal incubations led to the formation of Cys-Gly-thiazolidine (M3), Cys-thiazolidine (M5), and semicarbazone (M7) conjugates, which were derived from reaction of the nucleophilic trapping agents with aldehyde M6. Metabolites M2 and M5 were biosynthesized from NADPH- and l-cysteine-fortified human liver microsomal incubations with 2, and proposed metabolite structures were verified using one- and two-dimensional NMR spectroscopy. Replacement of the azetidine substituent with a pyridine ring furnished 8, which mitigated the formation of the electrophilic aldehyde metabolite, and was a more potent DGAT2 inhibitor than 2. Further structural refinements in 8, specifically introducing amide bond substituents with greater metabolic stability, led to the discovery of PF-06865571 (ervogastat) that is currently in phase 2 clinical trials for the treatment of nonalcoholic steatohepatitis.


Assuntos
Azetidinas , Diacilglicerol O-Aciltransferase , Humanos , Diacilglicerol O-Aciltransferase/metabolismo , Tiazolidinas/metabolismo , NADP/metabolismo , Glutationa/metabolismo , Microssomos Hepáticos/metabolismo , Piperidinas/metabolismo , Azetidinas/farmacologia , Azetidinas/metabolismo , Amidas/metabolismo
5.
J Org Chem ; 88(17): 12329-12340, 2023 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-37609685

RESUMO

Aryl bromides are known to be challenging substrates in the decarboxylative cross-electrophile coupling with redox-active NHP esters-the majority of such processes utilize aryl iodides. Herein, we describe the development of conditions that are suitable for the decarboxylative cross-electrophile coupling of NHP esters and a wide range of (hetero)aryl bromides. The key advances that allowed for the use of aryl bromides in this reaction are (1) the identification of ligand L3 as an optimal ligand for the use of electron-neutral and deficient aryl bromides and (2) the significant improvement in yield that iodide salts and excess heterogenous zinc impart to this reaction. A wide variety of NHP esters perform well under the optimized conditions, including methyl, primary, secondary, and several strained tertiary systems. Likewise, a variety of aromatic and heteroaromatic bromides relevant to medicinal chemistry perform well in this transformation, including an aryl bromide precursor to the known drug dapagliflozin.

6.
Langmuir ; 36(29): 8357-8366, 2020 07 28.
Artigo em Inglês | MEDLINE | ID: mdl-32678610

RESUMO

Amphiphilic biopolymers such as hydrophobically modified chitosan (hmC) have been shown to convert liquid blood into elastic gels. This interesting property could make hmC useful as a hemostatic agent in treating severe bleeding. The mechanism for blood gelling by hmC is believed to involve polymer-cell self-assembly, i.e., insertion of hydrophobic side chains from the polymer into the lipid bilayers of blood cells, thereby creating a network of cells bridged by hmC. Here, we probe the above mechanism by studying dilute mixtures of blood cells and hmC in situ using optical microscopy. Our results show that the presence of hydrophobic side chains on hmC induces significant clustering of blood cells. The extent of clustering is quantified from the images in terms of the area occupied by the 10 largest clusters. Clustering increases as the fraction of hydrophobic side chains increases; conversely, clustering is negligible in the case of the parent chitosan that lacks hydrophobes. Moreover, the longer the hydrophobic side chains, the greater the clustering (i.e., C12 > C10 > C8 > C6). Clustering is negligible at low hmC concentrations but becomes substantial above a certain threshold. Finally, clustering due to hmC can be reversed by adding the supramolecule α-cyclodextrin, which is known to capture hydrophobes in its binding pocket. Overall, the results from this work are broadly consistent with the earlier mechanism, albeit with a few modifications.


Assuntos
Quitosana , Microscopia , Biopolímeros , Géis , Interações Hidrofóbicas e Hidrofílicas
7.
J Surg Res ; 239: 269-277, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30884383

RESUMO

BACKGROUND: A novel injectable expanding foam based on hydrophobically modified chitosan (HM-CS) was developed to improve hemostasis during surgeries. HM-CS is an amphiphilic derivative of the natural biopolymer chitosan (CS); HM-CS has been shown to improve the natural hemostatic characteristics of CS, but its internal safety has not been systematically evaluated. The goal of this study was to compare the long-term in vivo safety of HM-CS relative to a commonly used fibrin sealant (FS), TISSEEL (Baxter). METHODS: Sixty-four Sprague-Dawley rats (275-325 g obtained from Charles River Laboratories) were randomly assigned to control (n = 16) or experimental (n = 48) groups. Samples of the test materials (HM-CS [n = 16], CS [n = 16], and FS [n = 16]) applied to a nonlethal liver excision (0.4 ± 0.3 g of the medial lobe) in rats were left inside the abdomen to degrade. Animals were observed daily for signs of morbidity and mortality. Surviving animals were sacrificed at 1 and 6 wk; the explanted injury sites were microscopically assessed. RESULTS: All animals (64/64) survived both the 1- and 6-wk time points without signs of morbidity. Histological examination showed a comparable pattern of degradation for the various test materials. FS remnants and significant adhesions to neighboring tissues were observed at 6 wk. Residual CS and HM-CS were observed at the 6 wk with fatty deposits at the site of injury. Minimal adhesions were observed for CS and HM-CS. CONCLUSIONS: The internal safety observed in the HM-CS test group after abdominal implantation indicates that injectable HM-CS expanding foam may be an appropriate internal use hemostatic candidate.


Assuntos
Perda Sanguínea Cirúrgica/prevenção & controle , Quitosana/administração & dosagem , Hemostasia Cirúrgica/métodos , Hemostáticos/administração & dosagem , Animais , Quitosana/efeitos adversos , Quitosana/química , Modelos Animais de Doenças , Adesivo Tecidual de Fibrina/administração & dosagem , Hemostáticos/efeitos adversos , Hemostáticos/química , Humanos , Interações Hidrofóbicas e Hidrofílicas , Fígado/cirurgia , Masculino , Camundongos , Ratos , Ratos Sprague-Dawley
8.
Phys Rev Lett ; 120(4): 043203, 2018 Jan 26.
Artigo em Inglês | MEDLINE | ID: mdl-29437448

RESUMO

We compute corrections to the gyromagnetic factor of an electron bound in a hydrogenlike ion at order α^{2}(Zα)^{5}. This result removes a major uncertainty in predictions for silicon and carbon ions, used to determine the atomic mass of the electron.

9.
J Org Chem ; 83(7): 4229-4238, 2018 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-29514458

RESUMO

A straightforward method for preparing 3,6-disubstituted-1,2,4-triazines through a redox-efficient cyclodehydration of ß-keto- N-acylsulfonamides with hydrazine salts is described. Two approaches for synthesizing the requisite ß-keto- N-acylsulfonamides are presented, which allow for the late stage incorporation of either the C3 or C6 substituent in a flexible manner from acid chlorides or α-bromoketones, respectively. The scope of this methodology includes primary and secondary sp3-linked substituents at both the C3 and C6 positions, and the mild reaction conditions tolerate a variety of sensitive functionalities.

10.
J Surg Res ; 207: 45-52, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27979487

RESUMO

BACKGROUND: Currently, the standard of care for treating severe hemorrhage in a military setting is Combat Gauze (CG). Previous work has shown that hydrophobically modified chitosan (hm-C) has significant hemostatic capability relative to its native chitosan counterpart. This work aims to evaluate gauze coated in hm-C relative to CG as well as ChitoGauze (ChG) in a lethal in vivo hemorrhage model. METHODS: Twelve Yorkshire swine were randomized to receive either hm-C gauze (n = 4), ChG (n = 4), or CG (n = 4). A standard hemorrhage model was used in which animals underwent a splenectomy before a 6-mm punch arterial puncture of the femoral artery. Thirty seconds of free bleeding was allowed before dressings were applied and compressed for 3 min. Baseline mean arterial pressure was preserved via fluid resuscitation. Experiments were conducted for 3 h after which any surviving animal was euthanized. RESULTS: hm-C gauze was found to be at least equivalent to both CG and ChG in terms of overall survival (100% versus 75%), number of dressing used (6 versus 7), and duration of hemostasis (3 h versus 2.25 h). Total post-treatment blood loss was lower in the hm-C gauze treatment group (4.7 mL/kg) when compared to CG (13.4 mL/kg) and ChG (12.1 mL/kg) groups. CONCLUSIONS: hm-C gauze outperformed both CG and ChG in a lethal hemorrhage model but without statistical significance for key endpoints. Future comparison of hm-C gauze to CG and ChG will be performed on a hypothermic, coagulopathic model that should allow for outcome significance to be differentiated under small treatment groups.


Assuntos
Bandagens , Quitosana/administração & dosagem , Hemorragia/terapia , Técnicas Hemostáticas/instrumentação , Hemostáticos/administração & dosagem , Ferimentos e Lesões/complicações , Administração Tópica , Animais , Quitosana/química , Quitosana/uso terapêutico , Feminino , Hemorragia/etiologia , Hemostáticos/química , Hemostáticos/uso terapêutico , Interações Hidrofóbicas e Hidrofílicas , Distribuição Aleatória , Suínos , Resultado do Tratamento
11.
J Org Chem ; 81(7): 3031-6, 2016 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-26895201

RESUMO

Two orthogonal routes for preparing (S)-2-methylazetidine as a bench stable, crystalline (R)-(-)-CSA salt are presented. One route features the in situ generation and cyclization of a 1,3-bis-triflate to form the azetidine ring, while the second route involves chemoselective reduction of N-Boc azetidine-2-carboxylic acid. Both sequences afford the desired product in good overall yields (61% and 49%) and high enantiomeric excess (>99% ee), avoid column chromatography, and are suitable for the large-scale production of this material.

12.
J Surg Res ; 193(1): 316-23, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25016441

RESUMO

BACKGROUND: Trauma represents a significant public health burden, and hemorrhage alone is responsible for 40% of deaths within the first 24 h after injury. Noncompressible hemorrhage accounts for the majority of hemorrhage-related deaths. Thus, materials which can arrest bleeding rapidly are necessary for improved clinical outcomes. This preliminary study evaluated several self-expanding hydrophobically modified chitosan (HM-CS) foams to determine their efficacy on a noncompressible severe liver injury under resuscitation. METHODS: Six HM-CS foam formulations (HM-CS1, HM-CS2, HM-CS3, HM-CS4, HM-CS5, and HM-CS6) of different graft types and densities were synthesized, characterized, and packaged into spray canisters using dimethyl ether as the propellant. Expansion profiles of the foams were evaluated in bench testing. Foams were then evaluated in vitro, interaction with blood cells was determined via microscopy, and cytotoxicity was assessed via live-dead cell assay on MCF7 breast cancer cells. For in vivo evaluation, rats underwent a 14 ± 3% hepatectomy. The animals were treated with either: (1) an HM-CS foam formulation, (2) CS foam, and (3) no treatment (NT). All animals were resuscitated with lactated Ringer solution. Survival, total blood loss, mean arterial pressures (MAP), and resuscitation volume were recorded for 60 min. RESULTS: Microscopy showed blood cells immobilizing into colonies within tight groups of adjacent foam bubbles. HM-CS foam did not display any toxic effects in vitro on MCF7 cells over a 72 h period studied. Application of HM-CS foam after hepatectomy decreased total blood loss (29.3 ± 7.8 mL/kg in HM-CS5 group versus 90.9 ± 20.3 mL/kg in the control group; P <0.001) and improved survival from 0% in controls to 100% in the HM-CS5 group (P <0.001). CONCLUSIONS: In this model of severe liver injury, spraying HM-CS foams directly on the injured liver surface decreased blood loss and increased survival. HM-CS formulations with the highest levels of hydrophobic modification (HM-CS4 and HM-CS5) resulted in the lowest total blood loss and highest survival rates. This pilot study suggests HM-CS foam may be useful as a hemostatic adjunct or solitary hemostatic intervention.


Assuntos
Quitosana/farmacologia , Hemorragia/etiologia , Hemorragia/terapia , Hemostáticos/farmacologia , Teste de Materiais , Ferimentos e Lesões/complicações , Animais , Bandagens , Bovinos , Quitosana/química , Modelos Animais de Doenças , Hemostáticos/química , Humanos , Interações Hidrofóbicas e Hidrofílicas , Fígado/irrigação sanguínea , Fígado/lesões , Células MCF-7 , Masculino , Projetos Piloto , Ratos Sprague-Dawley , Ressuscitação
13.
Surgery ; 175(4): 1189-1197, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38092635

RESUMO

BACKGROUND: A novel hydrophobically modified chitosan (hm-chitosan) polymer has been previously shown to improve survival in a non-compressible intra-abdominal bleeding model in swine. We performed a 28-day survival study to evaluate the safety of the hm-chitosan polymer in swine. METHODS: Female Yorkshire swine (40-50 kg) were used. A mild, non-compressible, closed-cavity bleeding model was created with splenic transection. The hm-chitosan polymer was applied intra-abdominally through an umbilical nozzle in the same composition and dose previously shown to improve survival. Animals were monitored intraoperatively and followed 28 days postoperatively for survival, signs of pain, and end-organ function. Gross pathological and microscopic evaluations were performed at the conclusion of the experiment. RESULTS: A total of 10 animals were included (hm-chitosan = 8; control = 2). The 2 control animals survived through 28 days, and 7 of the 8 animals from the hm-chitosan group survived without any adverse events. One animal from the hm-chitosan group required early termination of the study for signs of pain, and superficial colonic ulcers were found on autopsy. Laboratory tests showed no signs of end-organ dysfunction after exposure to hm-chitosan after 28 days. On gross pathological examination, small (<0.5 cm) peritoneal nodules were noticed in the hm-chitosan group, which were consistent with giant-cell foreign body reaction in microscopy, presumably related to polymer remnants. Microscopically, no signs of systemic polymer embolization or thrombosis were noticed. CONCLUSION: Prolonged intraperitoneal exposure to the hm-chitosan polymer was tolerated without any adverse event in the majority of animals. In the single animal that required early termination, the material did not appear to be associated with end-organ dysfunction in swine. Superficial colonic ulcers that would require surgical repair were identified in 1 out of 8 animals exposed to hm-chitosan.


Assuntos
Quitosana , Feminino , Animais , Suínos , Quitosana/efeitos adversos , Insuficiência de Múltiplos Órgãos , Úlcera , Hemorragia/etiologia , Hemorragia/terapia , Biopolímeros , Dor
14.
RSC Med Chem ; 15(3): 1066-1071, 2024 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-38516600

RESUMO

We have developed a novel chemical handle (PFI-E3H1) and a chemical probe (PFI-7) as ligands for the Gid4 subunit of the human E3 ligase CTLH degradation complex. Through an efficient initial hit-ID campaign, structure-based drug design (SBDD) and leveraging the sizeable Pfizer compound library, we identified a 500 nM ligand for this E3 ligase through file screening alone. Further exploration identified a vector that is tolerant to addition of a linker for future chimeric molecule design. The chemotype was subsequently optimized to sub-100 nM Gid4 binding affinity for a chemical probe. These novel tools, alongside the suitable negative control also identified, should enable the interrogation of this complex human E3 ligase macromolecular assembly.

15.
Biotechnol Bioeng ; 110(2): 552-62, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22903626

RESUMO

We demonstrate that "nanofactory"-loaded biopolymer capsules placed in the midst of a bacterial population can direct bacterial communication. Quorum sensing (QS) is a process by which bacteria communicate through small-molecules, such as autoinducer-2 (AI-2), leading to collective behaviors such as virulence and biofilm formation. In our approach, a "nanofactory" construct is created, which comprises an antibody complexed with a fusion protein that produces AI-2. These nanofactories are entrapped within capsules formed by electrostatic complexation of cationic (chitosan) and anionic (sodium alginate) biopolymers. The chitosan capsule shell is crosslinked by tripolyphosphate (TPP) to confer structural integrity. The capsule shell is impermeable to the encapsulated nanofactories, but freely permeable to small molecules. In turn, the capsules are able to take in substrates from the external medium via diffusion, and convert these via the nanofactories into AI-2, which then diffuses out. The exported AI-2 is shown to stimulate QS responses in vicinal Escherichia coli. Directing bacterial population behavior has potential applications in next-generation antimicrobial therapy and pathogen detection. We also envision such capsules to be akin to artificial "cells" that can participate in native biological signaling and communicate in real-time with the human microbiome. Through such interaction capabilities, these "cells" may sense the health of the microbiome, and direct its function in a desired, host-friendly manner.


Assuntos
Bioengenharia/métodos , Escherichia coli/efeitos dos fármacos , Escherichia coli/fisiologia , Nanocápsulas , Nanotecnologia/métodos , Percepção de Quorum/efeitos dos fármacos , Proteínas Recombinantes de Fusão/farmacologia , Alginatos/química , Animais , Anticorpos , Bovinos , Quitosana/química , Ácido Glucurônico/química , Proteínas de Fluorescência Verde/química , Ácidos Hexurônicos/química , Homosserina/análogos & derivados , Homosserina/química , Homosserina/farmacologia , Lactonas/química , Lactonas/farmacologia , Polifosfatos , Proteínas Recombinantes de Fusão/química , S-Adenosil-Homocisteína , Soroalbumina Bovina/química
16.
Langmuir ; 29(25): 7993-8, 2013 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-23984817

RESUMO

We describe a new class of hierarchical containers that are formed via single-step assembly and, at a later time, self-destruct because of their packaged contents. These containers are spherical capsules formed by electrostatic complexation of the anionic biopolymer, gellan gum, with the cationic biopolymer, chitosan. The capsules are termed "motherships" and are engineered to carry a cargo of much smaller containers (e.g., nanoscale liposomes ("babyships")), within their lumen. Additionally, we package an enzyme, chitosanase, in the capsule that is capable of degrading polymeric chitosan into short oligomers. Thereby, we create motherships that self-destruct, liberating their cargo of babyships into the external solution. The time scale for self-destruction can be engineered based on the internal concentration of enzyme. The motherships are stable when stored in a freeze-dried form and can be readily dispersed into water or buffer solutions at a later time, whereupon their "internal clock" for self-destruction is initiated. The above concept could be useful for the triggered release of a variety of payloads including drugs, biological therapeutics, cosmetics, and flavor ingredients.


Assuntos
Cápsulas/química , Quitosana/química , Portadores de Fármacos/química , Glicosídeo Hidrolases/metabolismo , Lipossomos/química , Polímeros/química
17.
ArXiv ; 2023 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-37292472

RESUMO

Latent variable models have become instrumental in computational neuroscience for reasoning about neural computation. This has fostered the development of powerful offline algorithms for extracting latent neural trajectories from neural recordings. However, despite the potential of real time alternatives to give immediate feedback to experimentalists, and enhance experimental design, they have received markedly less attention. In this work, we introduce the exponential family variational Kalman filter (eVKF), an online recursive Bayesian method aimed at inferring latent trajectories while simultaneously learning the dynamical system generating them. eVKF works for arbitrary likelihoods and utilizes the constant base measure exponential family to model the latent state stochasticity. We derive a closed-form variational analogue to the predict step of the Kalman filter which leads to a provably tighter bound on the ELBO compared to another online variational method. We validate our method on synthetic and real-world data, and, notably, show that it achieves competitive performance.

18.
J Med Chem ; 66(1): 460-472, 2023 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-36562986

RESUMO

A series of small-molecule YEATS4 binders have been discovered as part of an ongoing research effort to generate high-quality probe molecules for emerging and/or challenging epigenetic targets. Analogues such as 4d and 4e demonstrate excellent potency and selectivity for YEATS4 binding versus YEATS1,2,3 and exhibit good physical properties and in vitro safety profiles. A new X-ray crystal structure confirms direct binding of this chemical series to YEATS4 at the lysine acetylation recognition site of the YEATS domain. Multiple analogues engage YEATS4 with nanomolar potency in a whole-cell nanoluciferase bioluminescent resonance energy transfer assay. Rodent pharmacokinetic studies demonstrate the competency of several analogues as in vivo-capable binders.


Assuntos
Regulação da Expressão Gênica , Processamento de Proteína Pós-Traducional , Domínios Proteicos , Acetilação , Epigênese Genética
19.
Surgery ; 172(1): 421-426, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35184891

RESUMO

BACKGROUND: In military combat settings, noncompressible closed cavity exsanguination is the leading cause of potentially survivable deaths, with no effective treatment available at point of injury. The aim of this study was to assess whether an expanding foam based on hydrophobically modified chitosan (hm-chitosan) may be used as a locally injectable hemostatic agent for the treatment of noncompressible bleeding in a swine model. METHODS: A closed-cavity, grade V hepato-portal injury was created in all animals resulting in massive noncoagulopathic, noncompressible bleeding. Animals received either fluid resuscitation alone (control, n = 8) or fluid resuscitation plus intraperitoneal hm-chitosan agent through an umbilical port (experimental, n = 18). The experiment was terminated at 180 minutes or death (defined as end-tidal CO2 <8mmHg or mean arterial pressure [MAP] <15mmHg), whichever came first. RESULTS: All animals had profound hypotension and experienced a near-arrest from hypovolemic shock (mean MAP = 24 mmHg at 10 minutes). Mean survival time was higher than 150 minutes in the experimental arm versus 27 minutes in the control arm (P < .001). Three-hour survival was 72% in the experimental group and 0% in the control group (P = .002). Hm-chitosan stabilized rising lactate, preventing acute lethal acidosis. MAP improved drastically after deployment of the hm-chitosan and was preserved at 60 mmHg throughout the 3 hours. Postmortem examination was performed in all animals and the hepatoportal injuries were anatomically similar. CONCLUSION: Intraperitoneal administration of hm-chitosan-based foam for massive, noncompressible abdominal bleeding improves survival in a lethal, closed-cavity swine model. Chronic safety and toxicity studies are required.


Assuntos
Quitosana , Hemostáticos , Animais , Modelos Animais de Doenças , Hidratação/efeitos adversos , Hemorragia/etiologia , Hemorragia/terapia , Técnicas Hemostáticas , Hemostáticos/uso terapêutico , Humanos , Suínos
20.
J Med Chem ; 65(22): 15000-15013, 2022 11 24.
Artigo em Inglês | MEDLINE | ID: mdl-36322383

RESUMO

Discovery efforts leading to the identification of ervogastat (PF-06865571), a systemically acting diacylglycerol acyltransferase (DGAT2) inhibitor that has advanced into clinical trials for the treatment of non-alcoholic steatohepatitis (NASH) with liver fibrosis, are described herein. Ervogastat is a first-in-class DGAT2 inhibitor that addressed potential development risks of the prototype liver-targeted DGAT2 inhibitor PF-06427878. Key design elements that culminated in the discovery of ervogastat are (1) replacement of the metabolically labile motif with a 3,5-disubstituted pyridine system, which addressed potential safety risks arising from a cytochrome P450-mediated O-dearylation of PF-06427878 to a reactive quinone metabolite precursor, and (2) modifications of the amide group to a 3-THF group, guided by metabolite identification studies coupled with property-based drug design.


Assuntos
Diacilglicerol O-Aciltransferase , Hepatopatia Gordurosa não Alcoólica , Humanos , Desenho de Fármacos , Cirrose Hepática , Hepatopatia Gordurosa não Alcoólica/tratamento farmacológico
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