scholarly journals High-Throughput Functional Screening of Steroid Substrates with Wild-Type and Chimeric P450 Enzymes

2014 ◽  
Vol 2014 ◽  
pp. 1-11 ◽  
Author(s):  
Philippe Urban ◽  
Gilles Truan ◽  
Denis Pompon
Keyword(s):  
Steady State ◽  
High Throughput ◽  
Substrate Recognition ◽  
Structural Features ◽  
Functional Screening ◽  
Wild Type ◽  
Metabolite Formation ◽  
Enzyme Substrate ◽  
Steroid Substrate ◽  
Point Kinetics

The promiscuity of a collection of enzymes consisting of 31 wild-type and synthetic variants of CYP1A enzymes was evaluated using a series of 14 steroids and 2 steroid-like chemicals, namely, nootkatone, a terpenoid, and mifepristone, a drug. For each enzyme-substrate couple, the initial steady-state velocity of metabolite formation was determined at a substrate saturating concentration. For that, a high-throughput approach was designed involving automatized incubations in 96-well microplate with sixteen 6-point kinetics per microplate and data acquisition using LC/MS system accepting 96-well microplate for injections. The resulting dataset was used for multivariate statistics aimed at sorting out the correlations existing between tested enzyme variants and ability to metabolize steroid substrates. Functional classifications of both CYP1A enzyme variants and steroid substrate structures were obtained allowing the delineation of global structural features for both substrate recognition and regioselectivity of oxidation.

Presteady-state kinetics of Bacillus 1,3–1,4-β-glucanase: binding and hydrolysis of a 4-methylumbelliferyl trisaccharide substrate

2001 ◽  
Vol 357 (1) ◽  
pp. 195-202
Author(s):  
Mireia ABEL ◽  
Antoni PLANAS ◽  
Ulla CHRISTENSEN
Keyword(s):  
Steady State ◽  
Rate Constant ◽  
Product Formation ◽  
Lag Phase ◽  
Wild Type ◽  
Induced Fit ◽  
Enzyme Substrate ◽  
Kinetics Of ◽  
Hydrolysis Of ◽  
Presteady State Kinetics

In the present study the first stopped-flow experiments performed on Bacillus 1,3–1,4-β-glucanases are reported. The presteady-state kinetics of the binding of 4-methylumbelliferyl 3-O-β-cellobiosyl-β-d-glucoside to the inactive mutant E134A, and the wild-type-catalysed hydrolysis of the same substrate, were studied by measuring changes in the fluorescence of bound substrate or 4-methylumbelliferone produced. The presteady-state traces all showed an initial lag phase followed by a fast monoexponential phase leading to equilibration (for binding to E134A) or to steady state product formation (for the wild-type reaction). The lag phase, with a rate constant of the order of 100s−1, was independent of the substrate concentration; apparently an induced-fit mechanism governs the formation of enzyme–substrate complexes. The concentration dependencies of the observed rate constant of the second presteady-state phase were analysed according to a number of reaction models. For the reaction of the wild-type enzyme, it is shown that the fast product formation observed before steady state is not due to a rate-determining deglycosylation step. A model that can explain the observed results involves, in addition to the induced fit, a conformational change of the productive ES complex into a form that binds a second substrate molecule in a non-productive mode.

Accelerated Discovery of High-Refractive-Index Polyimides via First-Principles Molecular Modeling, Virtual High-Throughput Screening, and Data Mining

2019 ◽  
Author(s):  
Mohammad Atif Faiz Afzal ◽  
Mojtaba Haghighatlari ◽  
Sai Prasad Ganesh ◽  
Chong Cheng ◽  
Johannes Hachmann
Keyword(s):  
Data Mining ◽  
Refractive Index ◽  
High Throughput ◽  
First Principles ◽  
High Throughput Screening ◽  
Large Scale ◽  
Computational Study ◽  
High Refractive Index ◽  
Structural Features ◽  
Learning Program

<div>We present a high-throughput computational study to identify novel polyimides (PIs) with exceptional refractive index (RI) values for use as optic or optoelectronic materials. Our study utilizes an RI prediction protocol based on a combination of first-principles and data modeling developed in previous work, which we employ on a large-scale PI candidate library generated with the ChemLG code. We deploy the virtual screening software ChemHTPS to automate the assessment of this extensive pool of PI structures in order to determine the performance potential of each candidate. This rapid and efficient approach yields a number of highly promising leads compounds. Using the data mining and machine learning program package ChemML, we analyze the top candidates with respect to prevalent structural features and feature combinations that distinguish them from less promising ones. In particular, we explore the utility of various strategies that introduce highly polarizable moieties into the PI backbone to increase its RI yield. The derived insights provide a foundation for rational and targeted design that goes beyond traditional trial-and-error searches.</div>

scholarly journals High-throughput drug screening identifies the ATR-CHK1 pathway as a therapeutic vulnerability of CALR mutated hematopoietic cells

2021 ◽  
Vol 11 (7) ◽  
Author(s):  
Ruochen Jia ◽  
Leon Kutzner ◽  
Anna Koren ◽  
Kathrin Runggatscher ◽  
Peter Májek ◽  
...  
Keyword(s):  
High Throughput ◽  
Drug Screening ◽  
Synthetic Lethality ◽  
Myeloproliferative Neoplasms ◽  
Hematopoietic Cells ◽  
Replication Stress ◽  
Phase Cell ◽  
Nuclear Staining ◽  
Wild Type ◽  
High Throughput Drug Screening

AbstractMutations of calreticulin (CALR) are the second most prevalent driver mutations in essential thrombocythemia and primary myelofibrosis. To identify potential targeted therapies for CALR mutated myeloproliferative neoplasms, we searched for small molecules that selectively inhibit the growth of CALR mutated cells using high-throughput drug screening. We investigated 89 172 compounds using isogenic cell lines carrying CALR mutations and identified synthetic lethality with compounds targeting the ATR-CHK1 pathway. The selective inhibitory effect of these compounds was validated in a co-culture assay of CALR mutated and wild-type cells. Of the tested compounds, CHK1 inhibitors potently depleted CALR mutated cells, allowing wild-type cell dominance in the co-culture over time. Neither CALR deficient cells nor JAK2V617F mutated cells showed hypersensitivity to ATR-CHK1 inhibition, thus suggesting specificity for the oncogenic activation by the mutant CALR. CHK1 inhibitors induced replication stress in CALR mutated cells revealed by elevated pan-nuclear staining for γH2AX and hyperphosphorylation of RPA2. This was accompanied by S-phase cell cycle arrest due to incomplete DNA replication. Transcriptomic and phosphoproteomic analyses revealed a replication stress signature caused by oncogenic CALR, suggesting an intrinsic vulnerability to CHK1 perturbation. This study reveals the ATR-CHK1 pathway as a potential therapeutic target in CALR mutated hematopoietic cells.

scholarly journals The critical role of T cells in glucocorticoid-induced osteoporosis

2020 ◽  
Vol 12 (1) ◽  
Author(s):  
Lin Song ◽  
Lijuan Cao ◽  
Rui Liu ◽  
Hui Ma ◽  
Yanan Li ◽  
...  
Keyword(s):  
Bone Marrow ◽  
T Cells ◽  
Steady State ◽  
Side Effects ◽  
Critical Role ◽  
Wild Type ◽  
Receptor Activator ◽  
Steady State Levels ◽  
Induced Apoptosis

AbstractGlucocorticoids (GC) are widely used clinically, despite the presence of significant side effects, including glucocorticoid-induced osteoporosis (GIOP). While GC are believed to act directly on osteoblasts and osteoclasts to promote osteoporosis, the detailed underlying molecular mechanism of GC-induced osteoporosis is still not fully elucidated. Here, we show that lymphocytes play a pivotal role in regulating GC-induced osteoporosis. We show that GIOP could not be induced in SCID mice that lack T cells, but it could be re-established by adoptive transfer of splenic T cells from wild-type mice. As expected, T cells in the periphery are greatly reduced by GC; instead, they accumulate in the bone marrow where they are protected from GC-induced apoptosis. These bone marrow T cells in GC-treated mice express high steady-state levels of NF-κB receptor activator ligand (RANKL), which promotes the formation and maturation of osteoclasts and induces osteoporosis. Taken together, these findings reveal a critical role for T cells in GIOP.

scholarly journals Functional Genomic Identification of Cadmium Resistance Genes from a High GC Clone Library by Coupling the Sanger and PacBio Sequencing Strategies

Genes ◽  
2019 ◽  
Vol 11 (1) ◽  
pp. 7
Author(s):  
Jinghao Chen ◽  
Chao Xing ◽  
Xin Zheng ◽  
Xiaofang Li
Keyword(s):  
High Throughput ◽  
Resistance Genes ◽  
Sanger Sequencing ◽  
Genomic Library ◽  
Full Length ◽  
Host Cells ◽  
Full Genome Sequence ◽  
Functional Screening ◽  
Functional Genomic ◽  
Pacbio Sequencing

Functional (meta) genomics allows the high-throughput identification of functional genes in a premise-free way. However, it is still difficult to perform Sanger sequencing for high GC DNA templates, which hinders the functional genomic exploration of a high GC genomic library. Here, we developed a procedure to resolve this problem by coupling the Sanger and PacBio sequencing strategies. Identification of cadmium (Cd) resistance genes from a small-insert high GC genomic library was performed to test the procedure. The library was generated from a high GC (75.35%) bacterial genome. Nineteen clones that conferred Cd resistance to Escherichia coli subject to Sanger sequencing directly. The positive clones were in parallel subject to in vivo amplification in host cells, from which recombinant plasmids were extracted and linearized by selected restriction endonucleases. PacBio sequencing was performed to obtain the full-length sequences. As the identities, partial sequences from Sanger sequencing were aligned to the full-length sequences from PacBio sequencing, which led to the identification of seven unique full-length sequences. The unique sequences were further aligned to the full genome sequence of the source strain. Functional screening showed that the identified positive clones were all able to improve Cd resistance of the host cells. The functional genomic procedure developed here couples the Sanger and PacBio sequencing methods and overcomes the difficulties in PCR approaches for high GC DNA. The procedure can be a promising option for the high-throughput sequencing of functional genomic libraries, and realize a cost-effective and time-efficient identification of the positive clones, particularly for high GC genetic materials.

scholarly journals The importance of the interdomain hinge in intramolecular electron transfer in flavocytochrome b2

1993 ◽  
Vol 291 (1) ◽  
pp. 89-94 ◽  
Author(s):  
P White ◽  
F D C Manson ◽  
C E Brunt ◽  
S K Chapman ◽  
G A Reid
Keyword(s):  
Electron Transfer ◽  
Steady State ◽  
Cytochrome C ◽  
Kinetic Properties ◽  
Stopped Flow ◽  
Wild Type ◽  
Wild Type Enzyme ◽  
Cytochrome C Reductase ◽  
Flavocytochrome B2 ◽  
Cytochrome C Reduction

The two distinct domains of flavocytochrome b2 (L-lactate:cytochrome c oxidoreductase) are connected by a typical hinge peptide. The amino acid sequence of this interdomain hinge is dramatically different in flavocytochromes b2 from Saccharomyces cerevisiae and Hansenula anomala. This difference in the hinge is believed to contribute to the difference in kinetic properties between the two enzymes. To probe the importance of the hinge, an interspecies hybrid enzyme has been constructed comprising the bulk of the S. cerevisiae enzyme but containing the H. anomala flavocytochrome b2 hinge. The kinetic properties of this ‘hinge-swap’ enzyme have been investigated by steady-state and stopped-flow methods. The hinge-swap enzyme remains a good lactate dehydrogenase as is evident from steady-state experiments with ferricyanide as acceptor (only 3-fold less active than wild-type enzyme) and stopped-flow experiments monitoring flavin reduction (2.5-fold slower than in wild-type enzyme). The major effect of the hinge-swap mutation is to lower dramatically the enzyme's effectiveness as a cytochrome c reductase; kcat. for cytochrome c reduction falls by more than 100-fold, from 207 +/- 10 s-1 (25 degrees C, pH 7.5) in the wild-type enzyme to 1.62 +/- 0.41 s-1 in the mutant enzyme. This fall in cytochrome c reductase activity results from poor interdomain electron transfer between the FMN and haem groups. This can be demonstrated by the fact that the kcat. for haem reduction in the hinge-swap enzyme (measured by the stopped-flow method) has a value of 1.61 +/- 0.42 s-1, identical with the value for cytochrome c reduction and some 300-fold lower than the value for the wild-type enzyme. From these and other kinetic parameters, including kinetic isotope effects with [2-2H]lactate, we conclude that the hinge plays a crucial role in allowing efficient electron transfer between the two domains of flavocytochrome b2.

High-throughput, functional screening of the anti-HIV-1 humoral response by an enzymatic nanosensor

2006 ◽  
Vol 43 (13) ◽  
pp. 2119-2123 ◽  
Author(s):  
Rosa María Ferraz ◽  
Anna Arís ◽  
Miguel Angel Martínez ◽  
Antonio Villaverde
Keyword(s):  
High Throughput ◽  
Humoral Response ◽  
Functional Screening ◽  
Anti Hiv ◽  
Hiv 1

Overexpression of cysteine dioxygenase reduces intracellular cysteine and glutathione pools in HepG2/C3A cells

2007 ◽  
Vol 293 (1) ◽  
pp. E62-E69 ◽  
Author(s):  
John E. Dominy ◽  
Jesse Hwang ◽  
Martha H. Stipanuk
Keyword(s):  
Steady State ◽  
Experimental Evidence ◽  
Cysteine Dioxygenase ◽  
Wild Type ◽  
Hepatic Expression ◽  
Direct Experimental Evidence ◽  
Homeostatic Response ◽  
Catabolic Enzyme ◽  
In Cells

Cysteine levels are carefully regulated in mammals to balance metabolic needs against the potential for cytotoxicity. It has been postulated that one of the major regulators of intracellular cysteine levels in mammals is cysteine dioxygenase (CDO). Hepatic expression of this catabolic enzyme increases dramatically in response to increased cysteine availability and may therefore be part of a homeostatic response to shunt excess toxic cysteine to more benign metabolites such as sulfate or taurine. Direct experimental evidence, however, is lacking to support the hypothesis that CDO is capable of altering steady-state intracellular cysteine levels. In this study, we expressed either the wild-type (WT) or a catalytically inactivated mutant (H86A) isoform of CDO in HepG2/C3A cells (which do not express endogenous CDO protein) and cultured them in different concentrations of extracellular cysteine. WT CDO, but not H86A CDO, was capable of reducing intracellular cysteine levels in cells incubated in physiologically relevant concentrations of cysteine. WT CDO also decreased the glutathione pool and potentiated the toxicity of CdCl2. These results demonstrate that CDO is capable of altering intracellular cysteine levels as well as glutathione levels.

scholarly journals Variation in the Steady State Kinetic Parameters of Wild Type and Mutant T5 5′-3′-Exonuclease With pH

1999 ◽  
Vol 274 (25) ◽  
pp. 17711-17717 ◽  
Author(s):  
Timothy J. Pickering ◽  
Scott Garforth ◽  
Jon R. Sayers ◽  
Jane A. Grasby
Keyword(s):  
Steady State ◽  
Kinetic Parameters ◽  
Wild Type ◽  
Steady State Kinetic ◽  
State Kinetic

scholarly journals Mutational activation of c-raf-1 and definition of the minimal transforming sequence.

1990 ◽  
Vol 10 (6) ◽  
pp. 2503-2512 ◽  
Author(s):  
G Heidecker ◽  
M Huleihel ◽  
J L Cleveland ◽  
W Kolch ◽  
T W Beck ◽  
...  
Keyword(s):  
Structural Features ◽  
Kinase Domain ◽  
Full Length ◽  
Wild Type ◽  
Amino Terminal ◽  
Raf Kinase ◽  
Rich Domain ◽  
Binding Residue ◽  
Transforming Activity ◽  
Mutational Activation

A series of wild-type and mutant raf genes was transfected into NIH 3T3 cells and analyzed for transforming activity. Full-length wild-type c-raf did not show transforming activity. Two types of mutations resulted in oncogenic activity similar to that of v-raf: truncation of the amino-terminal half of the protein and fusion of the full-length molecule to gag sequences. A lower level of activation was observed for a mutant with a tetrapeptide insertion mapping to conserved region 2 (CR2), a serine- and threonine-rich domain located 100 residues amino-terminal of the kinase domain. To determine essential structural features of the transforming region of raf, we analyzed point and deletion mutants of v-raf. Substitutions of Lys-56 modulated the transforming activity, whereas mutation of Lys-53, a putative ATP binding residue, abolished it. Deletion analysis established that the minimal transforming sequence coincided precisely with CR3, the conserved Raf kinase domain. Thus, oncogenic activation of the Raf kinase can be achieved by removal of CR1 and CR2 or by steric distortion and requires retention of an active kinase domain. These findings are consistent with a protein structure model for the nonstimulated enzyme in which the active site is buried within the protein.

Sign in / Sign up

Export Citation Format

Share Document