Abstract:
:Identifying sequence modifications that distinguish psychrophilic from mesophilic proteins is important for designing enzymes with different thermodynamic stabilities and to understand the underlying mechanisms. The PoPMuSiC algorithm is used to introduce, in silico, all the single-site mutations in four mesophilic and one psychrophilic chloride-dependent alpha-amylases and to evaluate the changes in thermodynamic stability. The analysis of the distribution of the sequence positions that could be stabilized upon mutation shows a clear difference between the three domains of psychrophilic and mesophilic alpha-amylases. Most of the mutations stabilizing the psychrophilic enzyme are found in domains B and C, contrary to the mesophilic proteins where they are preferentially situated in the catalytic domain A. Moreover, the calculations show that the environment of some residues responsible for the activity of the psychrophilic protein has evolved to reinforce favorable interactions with these residues. In the second part, these results are exploited to propose rationally designed mutations that are predicted to confer to the psychrophilic enzyme mesophilic-like thermodynamic properties. Interestingly, most of the mutations found in domain C strengthen the interactions with domain A, in agreement with suggestions made on the basis of structural analyses. Although this study focuses on single-site mutations, the thermodynamic effects of the recommended mutations should be additive if the mutated residues are not close in space.
journal_name
J Chem Inf Modeljournal_title
Journal of chemical information and modelingauthors
Gilis Ddoi
10.1021/ci050473vsubject
Has Abstractpub_date
2006-05-01 00:00:00pages
1509-16issue
3eissn
1549-9596issn
1549-960Xjournal_volume
46pub_type
杂志文章abstract::Solute-solvent interactions are critical for biomolecular stability and recognition. Explicit solvent molecular dynamics (MD) simulations are routinely used to probe such interactions. However, detailed analyses and interpretation of the hydration patterns seen in MD simulations can be both complex and time-consuming....
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00453
更新日期:2019-07-22 00:00:00
abstract::Protein farnesyltransferase (FTase) is an important anticancer drug target. In an effort to develop isoprenoid diphosphate-based FTase inhibitors, striking variations have been observed in the ability of conservatively modified analogues to bind to the enzyme. For example, 2Z-GGPP is an alternative substrate with high...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci0496550
更新日期:2005-07-01 00:00:00
abstract::The roles of chemical compounds in biological systems are now systematically analyzed by high-throughput experimental technologies. To automate the processing and interpretation of large-scale data it is necessary to develop bioinformatics methods to extract information from the chemical structures of these small mole...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci700006f
更新日期:2007-07-01 00:00:00
abstract::The prediction of protein-ligand binding affinity has recently been improved remarkably by machine-learning-based scoring functions. For example, using a set of simple descriptors representing the atomic distance counts, the RF-Score improves the Pearson correlation coefficient to about 0.8 on the core set of the PDBb...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.7b00049
更新日期:2017-04-24 00:00:00
abstract::The ONIOM scheme is one of the most popular QM/MM approaches, but its extended application has been so far hindered by the limited availability of force fields in most practical implementations. This paper describes a simple software code to overcome this limitation, and its application to three representative chemica...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00332
更新日期:2018-09-24 00:00:00
abstract::Deep learning methods applied to problems in chemoinformatics often require the use of recursive neural networks to handle data with graphical structure and variable size. We present a useful classification of recursive neural network approaches into two classes, the inner and outer approach. The inner approach uses r...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.7b00384
更新日期:2018-02-26 00:00:00
abstract::A three-dimensional homology model of the human histamine H 4 receptor was developed to investigate the binding mode of a series of structurally diverse H 4-agonists, i.e. histamine, clozapine, and the recently described selective, nonimidazole agonist VUF 8430. Mutagenesis studies and docking of these ligands in a rh...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci700474a
更新日期:2008-07-01 00:00:00
abstract::Molecular channel exploration perseveres to be the prominent solution for eliciting structure and accessibility of active site and other internal spaces of macromolecules. The volume and silhouette characterization of these channels provides answers for the issues of substrate access and ligand swapping between the ob...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci200584f
更新日期:2012-02-27 00:00:00
abstract::Carcinogenicity is an important toxicological endpoint that poses high concern to drug discovery. In this study, we developed a method to extract structural alerts (SAs) and modulating factors of carcinogens on the basis of statistical analyses. First, the Gaston algorithm, a frequent subgraph mining method, was used ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci300266p
更新日期:2012-08-27 00:00:00
abstract::One tactic for cysteine protease inhibition is to form a covalent bond between an electrophilic atom of the inhibitor and the thiol of the catalytic cysteine. In this study, we evaluate the reaction free energy obtained from a hybrid quantum mechanical/molecular mechanical (QM/MM) free energy profile as a predictor of...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00847
更新日期:2020-02-24 00:00:00
abstract::Estrogens exert important physiological effects through the modulation of two human estrogen receptor (hER) subtypes, alpha (hERalpha) and beta (hERbeta). Because the levels and relative proportion of hERalpha and hERbeta differ significantly in different target cells, selective hER ligands could target specific tissu...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci8002182
更新日期:2008-11-01 00:00:00
abstract::The cannabinoid receptor subtype 2 (CB2) is a promising therapeutic target for blood cancer, pain relief, osteoporosis, and immune system disease. The recent withdrawal of Rimonabant, which targets another closely related cannabinoid receptor (CB1), accentuates the importance of selectivity for the development of CB2 ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci3003914
更新日期:2013-01-28 00:00:00
abstract::There is a growing public concern about the lack of reproducibility of experimental data published in peer-reviewed scientific literature. Herein, we review the most recent alerts regarding experimental data quality and discuss initiatives taken thus far to address this problem, especially in the area of chemical geno...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章,评审
doi:10.1021/acs.jcim.6b00129
更新日期:2016-07-25 00:00:00
abstract::The applicability and scope of 3D QSAR methods (CoMFA, CoMSIA) to screen databases are examined. A protocol requiring minimal user intervention has been established to align training and test set molecules using FlexS. As model system isozymes of human carbonic anhydrase (hCA) are used, all results are exemplified stu...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci7002945
更新日期:2008-02-01 00:00:00
abstract::The dissolution of a chemical into water is a process fundamental to both chemistry and biology. The persistence of a chemical within the environment and the effects of a chemical within the body are dependent primarily upon aqueous solubility. With the well-documented limitations hindering the accurate experimental d...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci900286s
更新日期:2009-11-01 00:00:00
abstract::Acetohydroxyacid synthase (AHAS) is a thiamin diphosphate-dependent enzyme involved in the biosynthesis of valine, leucine, isoleucine, and lysine. Experimental evidence has shown that mutation of the Gln202 residue results in a decrease in the enzymatic activity, thus suggesting the main role of the carboligation cat...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00863
更新日期:2020-02-24 00:00:00
abstract::This study examines the dependence of molecular alignment accuracy on a variety of factors including the choice of molecular template, alignment method, conformational flexibility, and type of protein target. We used eight test systems for which X-ray data on 145 ligand-protein complexes were available. The use of X-r...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci060134h
更新日期:2006-09-01 00:00:00
abstract::The molecular structure of four dimeric units (D-E, E-F, F-G, and G-H) of the DEFGH structural unit of heparin, their anionic forms, and their sodium salts have been studied using the B3LYP/6-31+G(d) method. The optimized geometries indicate that the most stable structure of these dimeric units in neutral state is sta...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci060060+
更新日期:2006-07-01 00:00:00
abstract::SIRT2, which is a NAD+ (nicotinamide adenine dinucleotide) dependent deacetylase, has been demonstrated to play an important role in the occurrence and development of a variety of diseases such as cancer, ischemia-reperfusion, and neurodegenerative diseases. Small molecule inhibitors of SIRT2 are thought to be potenti...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.6b00714
更新日期:2017-04-24 00:00:00
abstract::Dual and triple activity-difference (DAD/TAD) maps are tools for the systematic characterization of structure-activity relationships (SAR) of compound data sets screened against two or three targets. DAD and TAD maps are two- and three- dimensional representations of the pairwise activity differences of compound data ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci200281v
更新日期:2011-09-26 00:00:00
abstract::The emergence of a large amount of pharmacological, genomic, and network knowledge data provides new challenges and opportunities for drug discovery and development. Identification of real small-molecule drug (SM)-miRNA associations is not only important in the development of effective drug repositioning but also cruc...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c00244
更新日期:2020-08-24 00:00:00
abstract::The COSMO surface polarization charge density σ resulting from quantum chemical calculations combined with a virtual conductor embedding has been widely proven to be a very suitable descriptor for the quantification of interactions of molecules in liquids. In a preceding paper, grid-based local histograms of σ have be...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci300231t
更新日期:2012-08-27 00:00:00
abstract::Engineering shape-controlled bionanomaterials requires comprehensive understanding of interactions between biomolecules and inorganic surfaces. We explore the origin of facet-selective binding of peptides adsorbed onto Pt(100) and Pt(111) crystallographic planes. Using molecular dynamics simulations, we show that upon...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci400630d
更新日期:2013-12-23 00:00:00
abstract::Chemical structure extraction from documents remains a hard problem because of both false positive identification of structures during segmentation and errors in the predicted structures. Current approaches rely on handcrafted rules and subroutines that perform reasonably well generally but still routinely encounter s...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00669
更新日期:2019-03-25 00:00:00
abstract::Soluble low-molecular-weight oligomers formed during the early stage of amyloid aggregation are considered the major toxic species in amyloidosis. The structure-function relationship between oligomeric assemblies and the cytotoxicity in amyloid diseases are still elusive due to the heterogeneous and transient nature o...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c01319
更新日期:2021-01-14 00:00:00
abstract::The second extracellular loops (ECL2s) of G-protein-coupled receptors (GPCRs) are often involved in GPCR functions, and their structures have important implications in drug discovery. However, structure prediction of ECL2 is difficult because of its long length and the structural diversity among different GPCRs. In th...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00148
更新日期:2018-06-25 00:00:00
abstract::The modeling of nonlinear descriptor-target relationships is a topic of considerable interest in drug discovery. We, herein, continue reporting the use of the self-organizing map-a nonlinear, topology-preserving pattern recognition technique that exhibits considerable promise in modeling and decoding these relationshi...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci0500841
更新日期:2006-01-01 00:00:00
abstract::When both the difference between two quantities and their individual values can be measured or computationally predicted, multiple quantities can be determined from the measurements or predictions of select individual quantities and select pairwise differences. These measurements and predictions form a network connect...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00528
更新日期:2019-11-25 00:00:00
abstract::A novel approach was developed to rationally interface structure- and ligand-based drug design through the rescoring of docking poses and automated generation of molecular alignments for 3D quantitative structure-activity relationship investigations. The procedure was driven by a genetic algorithm optimizing the value...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci800015s
更新日期:2008-06-01 00:00:00
abstract::Piperine, the bioactive phytochemical from black pepper (Piper nigrum L.), is a nontoxic natural compound exhibiting many physiological and pharmacological properties. They include antioxidant, anti-inflammatory, antimutagenic, antitumor, antiapoptotic, antigenotoxic, antiarthritic, antifungal, antimicrobial, antidepr...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.5b00514
更新日期:2015-12-28 00:00:00