Abstract:
:The similarity/diversity measures play a fundamental role in library searching, virtual screening, and quantitative structure-activity relationship/quantitative structure-property relationship modeling as well as in genomics and proteomics. In this paper, a new similarity/diversity measure is proposed as a new approach for the analysis of sequential data, where useful information can be also obtained by the ordering relationships between the sequence elements. This methodology can be applied for evaluating molecular similarity/diversity, using sets of sequential descriptors, and for evaluating the similarity between spectra, sensor arrays, and other sequential data such as DNA and protein sequences. The new proposed distance (weighted standardized Hasse distance) is evaluated between pairs of Hasse matrices derived from the classical partial-ordering rules. It can be naturally standardized, thus allowing the interpretation of these distances as absolute values (e.g., percentage) and deriving simple similarity and correlation indices. A simple example is taken to highlight the behavior of the new similarity/diversity measure on DNA sequences taken from the first exons of the beta-globins for eight different species. Sensitivity analysis has been also performed, showing the high capability of this measure to take into account small modifications of the DNA sequences. Finally, a comparison with results obtained from the literature is given, together with a comparison with matrix invariants derived from the Hasse matrix.
journal_name
J Chem Inf Modeljournal_title
Journal of chemical information and modelingauthors
Todeschini R,Consonni V,Mauri A,Ballabio Ddoi
10.1021/ci060099esubject
Has Abstractpub_date
2006-09-01 00:00:00pages
1905-11issue
5eissn
1549-9596issn
1549-960Xjournal_volume
46pub_type
杂志文章abstract::In this work, we report an ab initio investigation based on density functional theory calculations within van der Waals D3 corrections to investigate the adsorption properties and activation of CO2 on transition-metal (TM) 13-atom clusters (TM = Ru, Rh, Pd, Ag), which is a key step for the development of subnano catal...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00792
更新日期:2020-02-24 00:00:00
abstract::Protein-ligand binding is essential to almost all life processes. The understanding of protein-ligand interactions is fundamentally important to rational drug and protein design. Based on large scale data sets, we show that protein rigidity strengthening or flexibility reduction is a mechanism in protein-ligand bindin...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.7b00226
更新日期:2017-07-24 00:00:00
abstract::DNA damage alters genetic information and adversely affects gene expression pathways leading to various complex genetic disorders and cancers. DNA repair proteins recognize and rectify DNA damage and mismatches with high fidelity. A critical molecular event that occurs during most protein-mediated DNA repair processes...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.7b00636
更新日期:2018-03-26 00:00:00
abstract::Metal-ligand (M-L) bond lengths for a range of ligands (carboxylates, chlorides, pyridines, water, tertiary phosphines, and alkenes) and a variety of metals have been retrieved from the Cambridge Structural Database, CSD. Analysis of the factors which affect M-L bond lengths (for example, ligand coordination mode, oxi...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci0500785
更新日期:2005-11-01 00:00:00
abstract::Saturated acyclic alkanes show steric strain if they are highly branched and, in extreme cases, fall apart rapidly at room temperature. Consequently, attempts to count the number of isomeric forms for a given molecular formula that neglect this physical consideration will inevitably overestimate the size of the availa...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci700246b
更新日期:2007-11-01 00:00:00
abstract::Theoretical calculation of equilibrium dissociation constants is a very computationally demanding and time-consuming process since it requires an extremely accurate computation of the solvation free energy changes for each of the species involved. By correlating the minimum surface electrostatic potential (VS,min) on ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b01173
更新日期:2020-03-23 00:00:00
abstract::Resonance structures of polycyclic aromatic hydrocarbons can be associated with numerical formulas by assigning pi-electrons of C=C double bonds to individual benzenoid rings. Each C=C double bond in a resonance structure assigns two pi-electrons to a ring in a fused-benzenoid system if it is not shared by adjacent ri...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci050196s
更新日期:2006-01-01 00:00:00
abstract::Development of coarse-grained (CG) molecular dynamics models is often a laborious process which commonly relies upon approximations to similar models, rather than systematic parametrization. PyCGTOOL automates much of the construction of CG models via calculation of both equilibrium values and force constants of inter...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.7b00096
更新日期:2017-04-24 00:00:00
abstract::Fragment complementation is gaining an increasing impact as a nonperturbing method to probe noncovalent interactions within protein supersecondary structures. In this study, the fast Fourier transform rigid-body docking algorithm ZDOCK has been employed for in silico reconstitution of the calcium binding protein calbi...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci0501995
更新日期:2005-09-01 00:00:00
abstract::In the present contribution, we have developed a database, called the FAR-database, where the acronym FAR stands for Fused Aromatic Rings, which presents the results of nuclear independent chemical shifts calculations, NICS(0), NICS(1), NICS(0)ZZ, and NICS(1)ZZ, of 660 neutral benzenoid-PAHs and cyclopenta-fused PAHs....
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00909
更新日期:2020-02-24 00:00:00
abstract::G-protein-coupled receptors (GPCRs) transmit signals into the cell in response to ligand binding at its extracellular domain, which is characterized by the coupling of agonist-induced receptor conformational change to guanine nucleotide (GDP) exchange with guanosine triphosphate on a heterotrimeric (αβγ) guanine nucle...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c00432
更新日期:2020-08-24 00:00:00
abstract::Peptides that bind to ion channels have attracted much interest as potential lead molecules for the development of new drugs and insecticides. However, the structure determination of large peptide-channel complexes using experimental methods is challenging. Thus structural models are often derived from combining exper...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.5b00529
更新日期:2016-01-25 00:00:00
abstract::A fully folded functional protein is stabilized by several noncovalent interactions. When a protein undergoes conformational motions, the existing noncovalent interactions may be maintained. They may also break or new interactions may be formed. Knowledge of the dynamical nature of the different types of noncovalent i...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci200302q
更新日期:2011-12-27 00:00:00
abstract::Reactive oxygen species such as superoxide are potentially harmful byproducts of the aerobic metabolism in the inner mitochondrial membrane, and complexes I, II, III of the electron transport chain have been identified as primary sources. The mitochondrial fatty acid b-oxidation pathway may also play a yet uncharacter...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00702
更新日期:2019-11-25 00:00:00
abstract::Although there are several databases that contain data on many metabolites and reactions in biochemical pathways, there is still a big gap in the numbers between experimentally identified enzymes and metabolites. It is supposed that many catalytic enzyme genes are still unknown. Although there are previous studies tha...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.5b00216
更新日期:2016-03-28 00:00:00
abstract::We report here on long-time all-atomistic molecular dynamics simulations of functional supramolecular nanotubes composed by the self-assembly of peptide-drug amphiphiles (DAs). These DAs have been shown to possess an inherently high drug loading of the hydrophobic anticancer drug camptothecin. We probe the self-assemb...
journal_title:Journal of chemical information and modeling
pub_type: 信件
doi:10.1021/acs.jcim.8b00193
更新日期:2018-06-25 00:00:00
abstract::Inhibitors of histone deacetylases (HDACIs) have emerged as a new class of drugs for the treatment of human cancers and other diseases because of their effects on cell growth, differentiation, and apoptosis. In this study we have developed several quantitative structure-activity relationship (QSAR) models for 59 chemi...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci800366f
更新日期:2009-02-01 00:00:00
abstract::We have performed a systematic study of the entropy term in the MM/GBSA (molecular mechanics combined with generalized Born and surface-area solvation) approach to calculate ligand-binding affinities. The entropies are calculated by a normal-mode analysis of harmonic frequencies from minimized snapshots of molecular d...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci3001919
更新日期:2012-08-27 00:00:00
abstract::Umami or the taste of monosodium glutamate represents one of the major attractive taste modalities in humans. Therefore, knowledge about biophysical and biochemical properties of the umami taste is important for both scientific research and the food industry. Experimental approaches for predicting umami peptides are l...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c00707
更新日期:2020-12-28 00:00:00
abstract::The momentum gained by research on biologics has not been met yet with equal thrust on the informatics side. There is a noticeable lack of software for data management that empowers the bench scientists working on the development of biologic therapeutics. SARvision|Biologics is a tool to analyze data associated with b...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci400333x
更新日期:2013-10-28 00:00:00
abstract::A compound's synthetic accessibility (SA) is an important aspect of drug design, since in some cases computer-designed compounds cannot be synthesized. There have been several reports on SA prediction, most of which have focused on the difficulties of synthetic reactions based on retro-synthesis analyses, reaction dat...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci500568d
更新日期:2014-12-22 00:00:00
abstract::Searching chemical databases for possible drug leads is often one of the main activities conducted during the early stages of a drug development project. This article shows that spherical harmonic molecular shape representations provide a powerful way to search and cluster small-molecule databases rapidly and accurate...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci7001507
更新日期:2007-09-01 00:00:00
abstract::We describe here our tool named PyPLIF HIPPOS, which was newly developed to analyze the docking results of AutoDock Vina and PLANTS. Its predecessor, PyPLIF (https://github.com/radifar/pyplif), is a molecular interaction fingerprinting tool for the docking results of PLANTS, exclusively. Unlike its predecessor, PyPLIF...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.0c00305
更新日期:2020-08-24 00:00:00
abstract::The emergence of multidrug-resistant Staphylococcus aureus (S. aureus) makes the treatment of infectious diseases in hospitals more difficult and increases the mortality of the patients. In this study, we attempted to identify novel potent antibiotic candidate compounds against S. aureus dihydrofolate reductase (saDHF...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci400686d
更新日期:2014-04-28 00:00:00
abstract::Extending the original training data with simulated unobserved data points has proven powerful to increase both the generalization ability of predictive models and their robustness against changes in the structure of data (e.g., systematic drifts in the response variable) in diverse areas such as the analysis of spect...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.5b00570
更新日期:2015-12-28 00:00:00
abstract::Molecular fingerprints are widely used for similarity-based virtual screening in drug discovery projects. In this paper we discuss the performance and the complementarity of nine two-dimensional fingerprints (Daylight, Unity, AlFi, Hologram, CATS, TRUST, Molprint 2D, ChemGPS, and ALOGP) in retrieving active molecules ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci0504723
更新日期:2006-05-01 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::As a key player in cell adhesion, the glycoprotein fibronectin is involved in the complex mechanobiology of the extracellular matrix. Although the function of many modules in the fibronectin molecule has already been understood, the structure and biological relevance of the C-terminal cross-linked region (CTXL) still ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.9b00555
更新日期:2019-10-28 00:00:00
abstract::The configuring of a radial basis function network (RBFN) consists of selecting the network parameters (centers and widths in RBF units and weights between the hidden and output layers) and network architecture. The issues of suboptimum and overfitting, however, often occur in RBFN configuring. This paper presented a ...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/ci600218d
更新日期:2006-11-01 00:00:00
abstract::Machine learning (ML) algorithms are gaining importance in the processing of chemical information and modeling of chemical reactivity problems. In this work, we have developed a perturbation-theory and machine learning (PTML) model combining perturbation theory (PT) and ML algorithms for predicting the yield of a give...
journal_title:Journal of chemical information and modeling
pub_type: 杂志文章
doi:10.1021/acs.jcim.8b00286
更新日期:2018-07-23 00:00:00