Uncertainty in integrative structural modeling.

Abstract:

:Integrative structural modeling uses multiple types of input information and proceeds in four stages: (i) gathering information, (ii) designing model representation and converting information into a scoring function, (iii) sampling good-scoring models, and (iv) analyzing models and information. In the first stage, uncertainty originates from data that are sparse, noisy, ambiguous, or derived from heterogeneous samples. In the second stage, uncertainty can originate from a representation that is too coarse for the available information or a scoring function that does not accurately capture the information. In the third stage, the major source of uncertainty is insufficient sampling. In the fourth stage, clustering, cross-validation, and other methods are used to estimate the precision and accuracy of the models and information.

journal_name

Curr Opin Struct Biol

authors

Schneidman-Duhovny D,Pellarin R,Sali A

doi

10.1016/j.sbi.2014.08.001

subject

Has Abstract

pub_date

2014-10-01 00:00:00

pages

96-104

eissn

0959-440X

issn

1879-033X

pii

S0959-440X(14)00094-3

journal_volume

28

pub_type

杂志文章,评审
  • Principles of protein structural ensemble determination.

    abstract::The biological functions of protein molecules are intimately dependent on their conformational dynamics. This aspect is particularly evident for disordered proteins, which constitute perhaps one-third of the human proteome. Therefore, structural ensembles often offer more useful representations of proteins than indivi...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2016.12.004

    authors: Bonomi M,Heller GT,Camilloni C,Vendruscolo M

    更新日期:2017-02-01 00:00:00

  • The role of NMR spectroscopy in mapping the conformational landscape of GPCRs.

    abstract::Over recent years, nuclear magnetic resonance (NMR) spectroscopy has developed into a powerful mechanistic tool for the investigation of G protein-coupled receptors (GPCRs). NMR provides insights which underpin the dynamic nature of these important receptors and reveals experimental evidence for a complex conformation...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.03.030

    authors: Bostock MJ,Solt AS,Nietlispach D

    更新日期:2019-08-01 00:00:00

  • Salt effects on nucleic acids.

    abstract::Salt-dependent electrostatic effects are a major factor in determining the stability, structure, reactivity, and binding behavior of nucleic acids. Increasingly detailed theoretical methods, especially those based on Monte Carlo and Poisson-Boltzmann methodologies, combined with powerful computational algorithms are b...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/0959-440x(95)80093-x

    authors: Sharp KA,Honig B

    更新日期:1995-06-01 00:00:00

  • Modulation of allosteric coupling by mutations: from protein dynamics and packing to altered native ensembles and function.

    abstract::A large body of work has gone into understanding the effect of mutations on protein structure and function. Conventional treatments have involved quantifying the change in stability, activity and relaxation rates of the mutants with respect to the wild-type protein. However, it is now becoming increasingly apparent th...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2018.09.004

    authors: Naganathan AN

    更新日期:2019-02-01 00:00:00

  • Strategies to control the binding mode of de novo designed protein interactions.

    abstract::There has been significant recent progress in the computational design of protein interactions including the creation of novel heterodimers, homodimers, nanohedra, fibril caps and a protein crystal. Essential to these successes has been the use of innovative strategies for finding binding modes that are achievable, th...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2013.04.010

    authors: Der BS,Kuhlman B

    更新日期:2013-08-01 00:00:00

  • Dcp2: an mRNA decapping enzyme that adopts many different shapes and forms.

    abstract::Eukaryotic mRNAs contain a 5' cap structure that protects the transcript against rapid exonucleolytic degradation. The regulation of cellular mRNA levels therefore depends on a precise control of the mRNA decapping pathways. The major mRNA decapping enzyme in eukaryotic cells is Dcp2. It is regulated by interactions w...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.07.009

    authors: Wurm JP,Sprangers R

    更新日期:2019-12-01 00:00:00

  • Structure of ribonuclease P--a universal ribozyme.

    abstract::Ribonuclease P (RNase P) is one of only two known universal ribozymes and was one of the first ribozymes to be discovered. It is involved in RNA processing, in particular the 5' maturation of tRNA. Unlike most other natural ribozymes, it recognizes and cleaves its substrate in trans. RNase P is a ribonucleoprotein com...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2006.04.002

    authors: Torres-Larios A,Swinger KK,Pan T,Mondragón A

    更新日期:2006-06-01 00:00:00

  • Molecular dynamics simulations of nucleic acid-protein complexes.

    abstract::Molecular dynamics simulation studies of protein-nucleic acid complexes are more complicated than studies of either component alone-the force field has to be properly balanced, the systems tend to become very large, and a careful treatment of solvent and of electrostatic interactions is necessary. Recent investigation...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2007.12.012

    authors: Mackerell AD Jr,Nilsson L

    更新日期:2008-04-01 00:00:00

  • Modulating carbohydrate-protein interactions through glycoengineering of monoclonal antibodies to impact cancer physiology.

    abstract::Diverse glycans on proteins impact cell and organism physiology, along with drug activity. Since many protein-based biotherapeutics are glycosylated and these glycans have biological activity, there is a desire to engineer glycosylation for recombinant protein-based biotherapeutics. Engineered glycosylation can impact...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2016.08.008

    authors: Chiang AW,Li S,Spahn PN,Richelle A,Kuo CC,Samoudi M,Lewis NE

    更新日期:2016-10-01 00:00:00

  • O-GlcNAcylated peptides and proteins for structural and functional studies.

    abstract::O-GlcNAcylation is an enzymatic post-translational modification occurring in hundreds of protein substrates. This modification occurs through the addition of the monosaccharide N-acetylglucosamine to serine and threonine residues on intracellular proteins in the cytosol, nucleus, and mitochondria. As a highly dynamic ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2020.12.005

    authors: Balana AT,Moon SP,Pratt MR

    更新日期:2021-01-09 00:00:00

  • Mechanical unfolding of proteins: insights into biology, structure and folding.

    abstract::Since user-friendly atomic force microscopes came onto the market a few years ago, scientists have explored the response of many proteins to applied force. This field has now matured beyond the phenomenological with exciting recent developments, particularly with regards to research into biological questions. For exam...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2007.01.006

    authors: Forman JR,Clarke J

    更新日期:2007-02-01 00:00:00

  • Coupling of folding and binding for unstructured proteins.

    abstract::There are now numerous examples of proteins that are unstructured or only partially structured under physiological conditions and yet are nevertheless functional. Such proteins are especially prevalent in eukaryotes. In many cases, intrinsically disordered proteins adopt folded structures upon binding to their biologi...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(02)00289-0

    authors: Dyson HJ,Wright PE

    更新日期:2002-02-01 00:00:00

  • Intermediates: ubiquitous species on folding energy landscapes?

    abstract::Although intermediates have long been recognised as fascinating species that form during the folding of large proteins, the role that intermediates play in the folding of small, single-domain proteins has been widely debated. Recent discoveries using new, sensitive methods of detection and studies combining simulation...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2007.01.003

    authors: Brockwell DJ,Radford SE

    更新日期:2007-02-01 00:00:00

  • Structural insights into replication initiation and elongation processes by the FMDV RNA-dependent RNA polymerase.

    abstract::RNA-dependent RNA polymerases (RdRPs) play central roles in both transcription and viral genome replication. In picornaviruses, these functions are catalyzed by the virally encoded RdRP, termed 3D. Polymerase 3D also catalyzes the covalent linkage of UMP to a tyrosine on the small protein VPg. Uridylylated VPg then se...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2009.10.016

    authors: Ferrer-Orta C,Agudo R,Domingo E,Verdaguer N

    更新日期:2009-12-01 00:00:00

  • Molecular dynamics simulations of large macromolecular complexes.

    abstract::Connecting dynamics to structural data from diverse experimental sources, molecular dynamics simulations permit the exploration of biological phenomena in unparalleled detail. Advances in simulations are moving the atomic resolution descriptions of biological systems into the million-to-billion atom regime, in which n...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2015.03.007

    authors: Perilla JR,Goh BC,Cassidy CK,Liu B,Bernardi RC,Rudack T,Yu H,Wu Z,Schulten K

    更新日期:2015-04-01 00:00:00

  • Evolution of protein specificity: insights from ancestral protein reconstruction.

    abstract::Specific interactions between proteins and their molecular partners drive most biological processes, so understanding how these interactions evolve is an important question for biochemists and evolutionary biologists alike. It is often thought that ancestral proteins were systematically more promiscuous than modern pr...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2017.07.003

    authors: Siddiq MA,Hochberg GK,Thornton JW

    更新日期:2017-12-01 00:00:00

  • Extra Cytoplasmic Function sigma factors, recent structural insights into promoter recognition and regulation.

    abstract::Bacterial transcription initiation is controlled by sigma factors, the RNA polymerase (RNAP) subunits responsive for promoter specificity. While the primary sigma factor ensures the bulk of transcription during growth, a major strategy used by bacteria to regulate gene expression consists of modifying the RNAP promote...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2015.01.006

    authors: Campagne S,Allain FH,Vorholt JA

    更新日期:2015-02-01 00:00:00

  • Membrane-containing viruses with icosahedrally symmetric capsids.

    abstract::Viruses with an icosahedrally symmetric protein capsid and a membrane infect hosts from all three domains of life. Similar architectural principles are shared by different viral families, as exemplified by double-stranded DNA viruses such as PRD1 and STIV. During virus assembly, the membrane lipids are selectively acq...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2007.03.005

    authors: Huiskonen JT,Butcher SJ

    更新日期:2007-04-01 00:00:00

  • A calcium pump made visible.

    abstract::The first high-resolution structure of a P-type ATPase, that of the Ca(2+)-ATPase of skeletal muscle sarcoplasmic reticulum, was published in 2000. This structure has provided many clues to how the Ca(2+)-ATPase might work, but no complete answers. The Ca(2+)-ATPase structure reveals no clear pathway from the cytoplas...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(02)00360-3

    authors: Lee AG

    更新日期:2002-08-01 00:00:00

  • Elucidating ligand-bound structures of membrane proteins using solid-state NMR spectroscopy.

    abstract::Magic-angle-spinning (MAS) solid-state NMR spectroscopy is a versatile technique to elucidate functionally important protein-ligand interactions in lipid membranes. Here, we review recent solid-state NMR studies of membrane protein interactions with cholesterol, lipids, transported substrates, and peptide ligands. The...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.02.002

    authors: Elkins MR,Hong M

    更新日期:2019-08-01 00:00:00

  • Molecular interactions investigated by multi-dimensional solid-state NMR.

    abstract::Solid-state NMR (ssNMR) offers insight into the formation of protein complexes and ligand binding for a large range of molecular sizes and binding affinities. Recent instrumental and methodological progress has enabled novel possibilities for using multi-dimensional ssNMR to study molecular 3D structures and interacti...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2006.08.003

    authors: Baldus M

    更新日期:2006-10-01 00:00:00

  • Complementary approaches to structure determination of icosahedral viruses.

    abstract::Few biological macromolecular complexes exhibit the combination of massive size and hierarchical, symmetrical architecture embodied in icosahedral viruses. X-ray crystallography, electron cryomicroscopy and small-angle X-ray scattering provide complementary approaches to studying these remarkable structures. Through a...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2003.09.007

    authors: Lee KK,Johnson JE

    更新日期:2003-10-01 00:00:00

  • Structural view on recycling of archaeal and eukaryotic ribosomes after canonical termination and ribosome rescue.

    abstract::Ribosome recycling usually occurs after canonical termination triggered by a stop codon. Additionally, ribosomes that are stalled by aberrant mRNAs need to be recognized and subsequently recycled. In eukaryotes and archaea, the factors involved in canonical termination and ribosome rescue are structurally and function...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2012.08.002

    authors: Franckenberg S,Becker T,Beckmann R

    更新日期:2012-12-01 00:00:00

  • Sequence space, folding and protein design.

    abstract::Protein design efforts are beginning to yield molecules with many of the properties of natural proteins. Such experiments are informed by and contribute to our understanding of the sequence determinants of protein folding and stability. The most important design elements seem to be the proper placement of hydrophobic ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(96)80088-1

    authors: Cordes MH,Davidson AR,Sauer RT

    更新日期:1996-02-01 00:00:00

  • The ribosome as a versatile catalyst: reactions at the peptidyl transferase center.

    abstract::In all contemporary organisms, the active site of the ribosome--the peptidyl transferase center--catalyzes two distinct reactions, peptide bond formation between peptidyl-tRNA and aminoacyl-tRNA as well as the hydrolysis of peptidyl-tRNA with the help of a release factor. However, when provided with appropriate substr...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2013.04.012

    authors: Rodnina MV

    更新日期:2013-08-01 00:00:00

  • Structure and function of the small ribozymes.

    abstract::Recently, major advances have been made toward increasing our understanding of small ribozyme structure and function. The first general acid-base catalytic mechanism for a ribozyme has been defined. Shifted nucleotide pK(a) values have been found to be surprisingly frequent structural elements. Finally, the dynamic na...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(00)00207-4

    authors: Butcher SE

    更新日期:2001-06-01 00:00:00

  • Enzymes in the biosynthesis of aromatic polyketide antibiotics.

    abstract::Aromatic polyketides are secondary metabolites that afford some of the most common antibiotics and anti-cancer drugs currently in clinical use. Not least because of their medical importance, the biosynthesis of these compounds has attracted considerable interest during the past few years; important advances have been ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2005.10.002

    authors: Schneider G

    更新日期:2005-12-01 00:00:00

  • Theoretical and computational advances in biomolecular NMR spectroscopy.

    abstract::Recent developments in experimental and computational aspects of NMR spectroscopy have had a significant impact on the accuracy and speed of macromolecular structure determination in solution, particularly with regard to systems of high complexity (such as protein complexes). These include experiments designed to prov...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(02)00302-0

    authors: Clore GM,Schwieters CD

    更新日期:2002-04-01 00:00:00

  • A protein canyon in the FGF-FGF receptor dimer selects from an à la carte menu of heparan sulfate motifs.

    abstract::Heparan sulfate (HS) is an essential and dynamic regulator of fibroblast growth factor (FGF) signaling. Two fundamentally different crystallographic models have been proposed to explain, at the molecular level, how HS/heparin enables FGF and FGF receptor (FGFR) to assemble into a functional dimer on the cell surface. ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2005.09.002

    authors: Mohammadi M,Olsen SK,Goetz R

    更新日期:2005-10-01 00:00:00

  • Versatility of polyketide synthases in generating metabolic diversity.

    abstract::Polyketide synthases (PKSs) form a large family of multifunctional proteins involved in the biosynthesis of diverse classes of natural products. Architecturally at least three different types of PKSs have been discovered in the microbial world and recent years have revealed tremendous versatility of PKSs, both in term...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2007.08.021

    authors: Gokhale RS,Sankaranarayanan R,Mohanty D

    更新日期:2007-12-01 00:00:00