The distribution of ligand-binding pockets around protein-protein interfaces suggests a general mechanism for pocket formation.

Abstract:

:Protein-protein and protein-ligand interactions are ubiquitous in a biological cell. Here, we report a comprehensive study of the distribution of protein-ligand interaction sites, namely ligand-binding pockets, around protein-protein interfaces where protein-protein interactions occur. We inspected a representative set of 1,611 representative protein-protein complexes and identified pockets with a potential for binding small molecule ligands. The majority of these pockets are within a 6 Å distance from protein interfaces. Accordingly, in about half of ligand-bound protein-protein complexes, amino acids from both sides of a protein interface are involved in direct contacts with at least one ligand. Statistically, ligands are closer to a protein-protein interface than a random surface patch of the same solvent accessible surface area. Similar results are obtained in an analysis of the ligand distribution around domain-domain interfaces of 1,416 nonredundant, two-domain protein structures. Furthermore, comparable sized pockets as observed in experimental structures are present in artificially generated protein complexes, suggesting that the prominent appearance of pockets around protein interfaces is mainly a structural consequence of protein packing and thus, is an intrinsic geometric feature of protein structure. Nature may take advantage of such a structural feature by selecting and further optimizing for biological function. We propose that packing nearby protein-protein or domain-domain interfaces is a major route to the formation of ligand-binding pockets.

authors

Gao M,Skolnick J

doi

10.1073/pnas.1117768109

subject

Has Abstract

pub_date

2012-03-06 00:00:00

pages

3784-9

issue

10

eissn

0027-8424

issn

1091-6490

pii

1117768109

journal_volume

109

pub_type

杂志文章
  • Expression of GATA-binding proteins during embryonic development in Xenopus laevis.

    abstract::Proteins that recognize the core sequence GATA are important regulators of hematopoietic-specific gene transcription. We have characterized cDNAs encoding the Xenopus laevis homologues of three related transcription factors, designated GATA-1, -2, and -3. Comparative sequence analysis reveals strong conservation of th...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.88.23.10642

    authors: Zon LI,Mather C,Burgess S,Bolce ME,Harland RM,Orkin SH

    更新日期:1991-12-01 00:00:00

  • The functional repressor parts of a tetrameric lac repressor-beta-galactosidase chimaera are organized as dimers.

    abstract::The chimaeric protein repressor-galactosidase, in which fully active lac repressor is covalently linked to the active enzyme beta-galactosidase, was used as a system for probing the quaternary structure of lac repressor. Electron micrographs revealed repressor-galactosidase to be a tetrameric aggregate. When lac repre...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.73.10.3529

    authors: Kania J,Brown DT

    更新日期:1976-10-01 00:00:00

  • Extensive but reversible depletion of ATP via adenylate cyclase in rat adipocytes.

    abstract::In adipocytes, adenylate cyclase is positively regulated by beta-adrenergic agents and negatively regulated by adenosine. Incubation of adipocytes with adenosine deaminase relieves the inhibition of adenylate cyclase by destroying the adenosine that the cells release into the medium. When adipocytes are incubated with...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.82.6.1614

    authors: Chung FZ,Weber HW,Appleman MM

    更新日期:1985-03-01 00:00:00

  • Use of engineered ribozymes to catalyze chimeric gene assembly.

    abstract::We report the use of engineered ribozymes to shuffle exon cassettes in vitro. Specifically, we have designed derivatives of a group II intron that insert into selected sites in the human tissue plasminogen activator (t-PA) mRNA. The insertion reaction links t-PA sequences to the group II intron sequences so that trans...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.93.15.7486

    authors: Mikheeva S,Jarrell KA

    更新日期:1996-07-23 00:00:00

  • Tropical forests can maintain hyperdiversity because of enemies.

    abstract::Explaining the maintenance of tropical forest diversity under the countervailing forces of drift and competition poses a major challenge to ecological theory. Janzen-Connell effects, in which host-specific natural enemies restrict the recruitment of juveniles near conspecific adults, provide a potential mechanism. Jan...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1813211116

    authors: Levi T,Barfield M,Barrantes S,Sullivan C,Holt RD,Terborgh J

    更新日期:2019-01-08 00:00:00

  • Entpd5 is essential for skeletal mineralization and regulates phosphate homeostasis in zebrafish.

    abstract::Bone mineralization is an essential step during the embryonic development of vertebrates, and bone serves vital functions in human physiology. To systematically identify unique gene functions essential for osteogenesis, we performed a forward genetic screen in zebrafish and isolated a mutant, no bone (nob), that does ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1214231110

    authors: Huitema LF,Apschner A,Logister I,Spoorendonk KM,Bussmann J,Hammond CL,Schulte-Merker S

    更新日期:2012-12-26 00:00:00

  • Functional role of internal water molecules in rhodopsin revealed by X-ray crystallography.

    abstract::Activation of G protein-coupled receptors (GPCRs) is triggered and regulated by structural rearrangement of the transmembrane heptahelical bundle containing a number of highly conserved residues. In rhodopsin, a prototypical GPCR, the helical bundle accommodates an intrinsic inverse-agonist 11-cis-retinal, which under...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.082666399

    authors: Okada T,Fujiyoshi Y,Silow M,Navarro J,Landau EM,Shichida Y

    更新日期:2002-04-30 00:00:00

  • Mechanism of stimulation of prostaglandin synthesis by a factor from rheumatoid synovial tissue.

    abstract::Rheumatoid synovial cell monolayers, with [1-14C]arachidonic acid ([1-14C]AA) incorporated into cell lipids, are stimulated by a factor (RSF) produced by explant cultures of rheumatoid synovial tissue to produce up to 50-fold increases in [1-14C]prostaglandin E2 and [1-14C]prostaglandin I2. In contrast, levels of free...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.78.8.5160

    authors: Robinson DR,Bastian D,Hamer PJ,Pichiarallo DM,Stephenson ML

    更新日期:1981-08-01 00:00:00

  • Expression and characterization of human FKBP52, an immunophilin that associates with the 90-kDa heat shock protein and is a component of steroid receptor complexes.

    abstract::Using an FK506 affinity column to identify mammalian immunosuppressant-binding proteins, we identified an immunophilin with an apparent M(r) approximately 55,000, which we have named FKBP52. We used chemically determined peptide sequence and a computerized algorithm to search GenPept, the translated GenBank data base,...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.89.22.10974

    authors: Peattie DA,Harding MW,Fleming MA,DeCenzo MT,Lippke JA,Livingston DJ,Benasutti M

    更新日期:1992-11-15 00:00:00

  • Brain regions and functional interactions supporting early word recognition in the face of input variability.

    abstract::Perception and cognition in infants have been traditionally investigated using habituation paradigms, assuming that babies' memories in laboratory contexts are best constructed after numerous repetitions of the very same stimulus in the absence of interference. A crucial, yet open, question regards how babies deal wit...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1617589114

    authors: Benavides-Varela S,Siugzdaite R,Gómez DM,Macagno F,Cattarossi L,Mehler J

    更新日期:2017-07-18 00:00:00

  • Gene-guided discovery and engineering of branched cyclic peptides in plants.

    abstract::The plant kingdom contains vastly untapped natural product chemistry, which has been traditionally explored through the activity-guided approach. Here, we describe a gene-guided approach to discover and engineer a class of plant ribosomal peptides, the branched cyclic lyciumins. Initially isolated from the Chinese wol...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1813993115

    authors: Kersten RD,Weng JK

    更新日期:2018-11-13 00:00:00

  • A physiological role for oxalic acid biosynthesis in the wood-rotting basidiomycete Fomitopsis palustris.

    abstract::A metabolic mechanism for oxalic acid biosynthesis in the wood-rotting basidiomycete Fomitopsis palustris has been proposed on the basis of biochemical analyses of glucose metabolism. There was a strong correlation between glucose consumption and oxalate production. Oxalic acid was found to accumulate in the culture f...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.191389598

    authors: Munir E,Yoon JJ,Tokimatsu T,Hattori T,Shimada M

    更新日期:2001-09-25 00:00:00

  • Pyrophosphate-producing protein dephosphorylation by HPr kinase/phosphorylase: a relic of early life?

    abstract::In most Gram-positive bacteria, serine-46-phosphorylated HPr (P-Ser-HPr) controls the expression of numerous catabolic genes ( approximately 10% of their genome) by acting as catabolite corepressor. HPr kinase/phosphorylase (HprK/P), the bifunctional sensor enzyme for catabolite repression, phosphorylates HPr, a phosp...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.212410399

    authors: Mijakovic I,Poncet S,Galinier A,Monedero V,Fieulaine S,Janin J,Nessler S,Marquez JA,Scheffzek K,Hasenbein S,Hengstenberg W,Deutscher J

    更新日期:2002-10-15 00:00:00

  • Multiple health and environmental impacts of foods.

    abstract::Food choices are shifting globally in ways that are negatively affecting both human health and the environment. Here we consider how consuming an additional serving per day of each of 15 foods is associated with 5 health outcomes in adults and 5 aspects of agriculturally driven environmental degradation. We find that ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1906908116

    authors: Clark MA,Springmann M,Hill J,Tilman D

    更新日期:2019-11-12 00:00:00

  • KaiA-stimulated KaiC phosphorylation in circadian timing loops in cyanobacteria.

    abstract::Cyanobacterial clock proteins KaiA and KaiC are proposed as positive and negative regulators in the autoregulatory circadian kaiBC expression, respectively. Here, we show that activation of kaiBC expression by kaiA requires KaiC, suggesting a positive feedback control in the cyanobacterial clockwork. We found that rob...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.222467299

    authors: Iwasaki H,Nishiwaki T,Kitayama Y,Nakajima M,Kondo T

    更新日期:2002-11-26 00:00:00

  • Atmospheric deposition of methanol over the Atlantic Ocean.

    abstract::In the troposphere, methanol (CH3OH) is present ubiquitously and second in abundance among organic gases after methane. In the surface ocean, methanol represents a supply of energy and carbon for marine microbes. Here we report direct measurements of air-sea methanol transfer along a ∼10,000-km north-south transect of...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1317840110

    authors: Yang M,Nightingale PD,Beale R,Liss PS,Blomquist B,Fairall C

    更新日期:2013-12-10 00:00:00

  • Regulation of V(D)J recombination: a dominant role for promoter positioning in gene segment accessibility.

    abstract::Antigen receptor gene assembly is regulated by transcriptional promoters and enhancers, which control the accessibility of gene segments to a lymphocyte-specific V(D)J recombinase. However, it remained unclear whether accessibility depends on the process of transcription itself or chromatin modifications that accompan...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.182166699

    authors: Sikes ML,Meade A,Tripathi R,Krangel MS,Oltz EM

    更新日期:2002-09-17 00:00:00

  • Induction of specific Escherichia coli genes by sublethal treatments with alkylating agents.

    abstract::Fusions of the lac operon to genes induced by treatment with sublethal levels of alkylating agents have been selected from random insertions of the Mu-dl(ApRlac) phage by screening for induction of beta-galactosidase activity in the presence of methyl methanesulfonate. Genetic analysis reveals that these fusions resul...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.81.13.4110

    authors: Volkert MR,Nguyen DC

    更新日期:1984-07-01 00:00:00

  • Human genome contains four genes homologous to transforming genes of Harvey and Kirsten murine sarcoma viruses.

    abstract::Harvey and Kirsten murine sarcoma viruses each encode a structurally and functionally related 21-kilodalton protein (p21), which is the transforming protein of each virus. Using probes from the 0.9-kilobase (kb) p21-coding region of each virus (called v-Ha-ras and v-Ki-ras, respectively), we have molecularly cloned fr...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.79.16.4848

    authors: Chang EH,Gonda MA,Ellis RW,Scolnick EM,Lowy DR

    更新日期:1982-08-01 00:00:00

  • Atomic structure of a rhinovirus C, a virus species linked to severe childhood asthma.

    abstract::Isolates of rhinovirus C (RV-C), a recently identified Enterovirus (EV) species, are the causative agents of severe respiratory infections among children and are linked to childhood asthma exacerbations. The RV-C have been refractory to structure determination because they are difficult to propagate in vitro. Here, we...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1606595113

    authors: Liu Y,Hill MG,Klose T,Chen Z,Watters K,Bochkov YA,Jiang W,Palmenberg AC,Rossmann MG

    更新日期:2016-08-09 00:00:00

  • Probing the instabilities in the dynamics of helical fragments from mouse PrPC.

    abstract::The first step in the formation of the protease resistant form (PrPSc) of prion proteins involves a conformational transition of the monomeric cellular form of PrPC to a more stable aggregation prone state PrPC*. A search of PDBselect and Escherichia coli and yeast genomes shows that the exact pattern of charges in he...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0404235101

    authors: Dima RI,Thirumalai D

    更新日期:2004-10-26 00:00:00

  • Toward a microscopic model of bidirectional synaptic plasticity.

    abstract::We show that a 2-step phospho/dephosphorylation cycle for the alpha-amino-3-hydroxy-5-methyl-4-isoxazole proprionic acid receptor (AMPAR), as used in in vivo learning experiments to assess long-term potentiation (LTP) induction and establishment, exhibits bistability for a wide range of parameters, consistent with val...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0905988106

    authors: Castellani GC,Bazzani A,Cooper LN

    更新日期:2009-08-18 00:00:00

  • Human trypanolytic factor APOL1 forms pH-gated cation-selective channels in planar lipid bilayers: relevance to trypanosome lysis.

    abstract::Apolipoprotein L-1 (APOL1), the trypanolytic factor of human serum, can lyse several African trypanosome species including Trypanosoma brucei brucei, but not the human-infective pathogens T. brucei rhodesiense and T. brucei gambiense, which are resistant to lysis by human serum. Lysis follows the uptake of APOL1 into ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1421953112

    authors: Thomson R,Finkelstein A

    更新日期:2015-03-03 00:00:00

  • Acquisition of transforming properties by FYN, a normal SRC-related human gene.

    abstract::The SRC gene is the prototype for a family of closely related genes whose products have protein-tyrosine kinase activity. We recently described another member of this family, designated FYN, whose cDNA was isolated from normal human fibroblasts. To examine the possible role of FYN as an oncogene, we investigated the e...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.85.11.3870

    authors: Kawakami T,Kawakami Y,Aaronson SA,Robbins KC

    更新日期:1988-06-01 00:00:00

  • The maintenance of transferrin polymorphism in pigeons (saccharomyces cerevisiae-eggwhite).

    abstract::Transferrin, a nonheme iron-binding protein, is polymorphic in most vertebrate species that have been examined. In pigeons, it is controlled by an autosomal gene, with two known codominant alleles, Tf(A) and Tf(B). The two alleles are found in nearly equal frequencies and the three genotypes are at Hardy-Weinberg equi...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.69.2.326

    authors: Frelinger JA

    更新日期:1972-02-01 00:00:00

  • Template-constrained macrocyclic peptides prepared from native, unprotected precursors.

    abstract::Peptide-protein interactions are important mediators of cellular-signaling events. Consensus binding motifs (also known as short linear motifs) within these contacts underpin molecular recognition, yet have poor pharmacological properties as discrete species. Here, we present methods to transform intact peptides into ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1311706110

    authors: Lawson KV,Rose TE,Harran PG

    更新日期:2013-10-01 00:00:00

  • Activation of phospholipase C beta 2 by the alpha and beta gamma subunits of trimeric GTP-binding protein.

    abstract::Cotransfection assays were used to show that the members of the GTP-binding protein Gq class of alpha subunits could activate phospholipase C (PLC) beta 2. Similar experiments also demonstrated that G beta 1 gamma 1, G beta 1 gamma 5, and G beta 2 gamma 5 could activate the beta 2 isoform of PLC but not the beta 1 iso...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.90.11.5297

    authors: Wu D,Katz A,Simon MI

    更新日期:1993-06-01 00:00:00

  • From the Cover: Neutralization of terminal differentiation in gliomagenesis.

    abstract::An immature state of cellular differentiation--characterized by stem cell-like tendencies and impaired differentiation--is a hallmark of cancer. Using glioblastoma multiforme (GBM) as a model system, we sought to determine whether molecular determinants that drive cells toward terminal differentiation are also genetic...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1308610110

    authors: Hu J,Ho AL,Yuan L,Hu B,Hua S,Hwang SS,Zhang J,Hu T,Zheng H,Gan B,Wu G,Wang YA,Chin L,DePinho RA

    更新日期:2013-09-03 00:00:00

  • GBA1 deficiency negatively affects physiological α-synuclein tetramers and related multimers.

    abstract::Accumulating evidence suggests that α-synuclein (α-syn) occurs physiologically as a helically folded tetramer that resists aggregation. However, the mechanisms underlying the regulation of formation of α-syn tetramers are still mostly unknown. Cellular membrane lipids are thought to play an important role in the regul...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1700465115

    authors: Kim S,Yun SP,Lee S,Umanah GE,Bandaru VVR,Yin X,Rhee P,Karuppagounder SS,Kwon SH,Lee H,Mao X,Kim D,Pandey A,Lee G,Dawson VL,Dawson TM,Ko HS

    更新日期:2018-01-23 00:00:00

  • Postcranial morphology of the middle Pleistocene humans from Sima de los Huesos, Spain.

    abstract::Current knowledge of the evolution of the postcranial skeleton in the genus Homo is hampered by a geographically and chronologically scattered fossil record. Here we present a complete characterization of the postcranium of the middle Pleistocene paleodeme from the Sima de los Huesos (SH) and its paleobiological impli...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1514828112

    authors: Arsuaga JL,Carretero JM,Lorenzo C,Gómez-Olivencia A,Pablos A,Rodríguez L,García-González R,Bonmatí A,Quam RM,Pantoja-Pérez A,Martínez I,Aranburu A,Gracia-Téllez A,Poza-Rey E,Sala N,García N,Alcázar de Velasco A,Cuenca-B

    更新日期:2015-09-15 00:00:00