共查询到20条相似文献,搜索用时 9 毫秒
1.
Thermodynamic and structural investigation of the specific SDS binding of humicola insolens cutinase
David Kold Zbigniew Dauter Anne K. Laustsen Andrzej M. Brzozowski Johan P. Turkenburg Anders D. Nielsen Heidi Koldsø Evamaria Petersen Birgit Schiøtt Leonardo De Maria Keith S. Wilson Allan Svendsen Reinhard Wimmer 《Protein science : a publication of the Protein Society》2014,23(8):1023-1035
The interaction of lipolytic enzymes with anionic surfactants is of great interest with respect to industrially produced detergents. Here, we report the interaction of cutinase from the thermophilic fungus Humicola insolens with the anionic surfactant SDS, and show the enzyme specifically binds a single SDS molecule under nondenaturing concentrations. Protein interaction with SDS was investigated by NMR, ITC and molecular dynamics simulations. The NMR resonances of the protein were assigned, with large stretches of the protein molecule not showing any detectable resonances. SDS is shown to specifically interact with the loops surrounding the catalytic triad with medium affinity (Ka ≈ 105 M−1). The mode of binding is closely similar to that seen previously for binding of amphiphilic molecules and substrate analogues to cutinases, and hence SDS acts as a substrate mimic. In addition, the structure of the enzyme has been solved by X-ray crystallography in its apo form and after cocrystallization with diethyl p-nitrophenyl phosphate (DNPP) leading to a complex with monoethylphosphate (MEP) esterified to the catalytically active serine. The enzyme has the same fold as reported for other cutinases but, unexpectedly, esterification of the active site serine is accompanied by the ethylation of the active site histidine which flips out from its usual position in the triad. 相似文献
2.
The crystal packing surfaces comprising protein-RNA interactions were analyzed for 50 RNA-protein crystal structures in the Protein Data Bank database. Protein-RNA crystal contacts, which represent nonspecific protein-RNA interfaces, were investigated for their amino acid propensities, hydrogen bond patterns, and backbone and side chain interactions. When compared to biologically relevant interactions, the protein-RNA crystal contacts exhibit similarities as well as differences with respect to the principles of protein-RNA interactions. Similar to what was observed at cognate protein-RNA interfaces, positively charged amino acids have high propensities at noncognate protein-RNA interfaces and preferentially form hydrogen bonds with RNA phosphate groups. In contrast, nonpolar residues are less frequently associated with noncognate interactions. These results highlight the important roles of both electrostatic and hydrogen bonding interactions, facilitated by positively charged amino acids, in mediating both specific and nonspecific protein-RNA interactions. 相似文献
3.
Sonia Longhi Anne Nicolas Lucia Creveld Maarten Egmond C. Theo Verrips Jakob de Vlieg Chrislaine Martinez Christian Cambillau 《Proteins》1996,26(4):442-458
In characterizing mutants and covalently inhibited complexes of Fusarium solani cutinase, which is a 197-residue lipolytic enzyme, 34 variant structures, crystallizing in 8 different crystal forms, have been determined, mostly at high resolution. Taking advantage of this considerable body of information, a structural comparative analysis was carried out to investigate the dynamics of cutinase. Surface loops were identified as the major flexible protein regions, particularly those forming the active-site groove, whereas the elements constituting the protein scaffold were found to retain the same conformation in all the cutinase variants studied. Flexibility turned out to be correlated with thermal motion. With a given crystal packing environment, a high flexibility turned out to be correlated with a low involvement in crystal packing contacts. The high degree of crystal polymorphism, which allowed different conformations with similar energy to be detected, made it possible to identify motions which would have remained unidentified if only a single crystal form had been available. Fairly good agreement was found to exist between the data obtained from the structural comparison and those from a molecular dynamics (MD) simulation carried out on the native enzyme. The crystallographic approach used in this study turned out to be a suitable tool for investigating cutinase dynamics. Because of the availability of a set of closely related proteins in different crystal environments, the intrinsic drawback of a crystallographic approach was bypassed. By combining several static pictures, the dynamics of the protein could be monitored much more realistically than what can be achieved on the basis of static pictures alone. Proteins 26:442–458 © 1996 Wiley-Liss, Inc. 相似文献
4.
Variation among crystal structures of the λ Cro dimer highlights conformational flexibility. The structures range from a wild type closed to a mutant fully open conformation, but it is unclear if each represents a stable solution state or if one may be the result of crystal packing. Here we use molecular dynamics (MD) simulation to investigate the energetics of crystal packing interfaces and the influence of site‐directed mutagenesis on them in order to examine the effect of crystal packing on wild type and mutant Cro dimer conformation. Replica exchange MD of mutant Cro in solution shows that the observed conformational differences between the wild type and mutant protein are not the direct consequence of mutation. Instead, simulation of Cro in different crystal environments reveals that mutation affects the stability of crystal forms. Molecular Mechanics Poisson‐Boltzmann Surface Area binding energy calculations reveal the detailed energetics of packing interfaces. Packing interfaces can have diverse properties in strength, energetic components, and some are stronger than the biological dimer interface. Further analysis shows that mutation can strengthen packing interfaces by as much as ~5 kcal/mol in either crystal environment. Thus, in the case of Cro, mutation provides an additional energetic contribution during crystal formation that may stabilize a fully open higher energy state. Moreover, the effect of mutation in the lattice can extend to packing interfaces not involving mutation sites. Our results provide insight into possible models for the effect of crystallization on Cro conformational dynamics and emphasize careful consideration of protein crystal structures. Proteins 2014; 82:1128–1141. © 2013 Wiley Periodicals, Inc. 相似文献
5.
An automated procedure was developed to determine the geometrical and chemical interactions of crystalline virus particles using the crystal parameters, particle position, orientation, and atomic coordinates for an icosahedral asymmetric unit. Two applications of the program are reported: (1) An analysis of a novelpseudo-rhombohedral (R32) symmetry present in the monoclinic crystal lattices of both Nodamura Virus (NOV) and Coxsackie virus B3 (CVB3). The study shows that in both cases the interactions between particles is substantially increased by minor deviations from exact R32 symmetry and that only particles with the proper ratio of dimensions along twofold and fivefold symmetry axes (such as southern bean mosaic virus) can achieve comparable buried surface area in the true R32 space group. (2) An attempt was made to correlate biological function with remarkably conserved interparticle contact regions found in different crystal forms of three members of the nodavirus family, NOV, Flock House Virus (FHV), and Black Beetle Virus (BBV). Mutational evidence implicates the quasi-threefold region on the viral surface in receptor binding in nodaviruses and this region is dominant in particle contacts in all three virus crystals. Examination of particle contacts in numerous crystal structures of viruses in the picornavirus superfamily showed that portions of the capsid surface known to interact with a receptor or serve as an epitope for monoclonal antibodies frequently stabilize crystal contacts. 相似文献
6.
Crystals of cholesteryl dihydrogen phosphate grown from 1,4-dioxane solution are monoclinic, space group C2 with . The asymmetric unit contains two molecules of cholesteryl phosphate CP and one dioxane molecule of the solvent. The CP molecules pack tail to tail in a bilayer structure. Within the layer they are arranged in double rows with their phosphate groups linked to ribbons by hydrogen bonds. Laterally the double strands of phosphate groups are separated by rows of dioxane molecules. The dioxane serves as hydrogen bond acceptor and as a spacer molecule that compensates the differences in cross-sectional area of the cholesteryl residue (38.4 Å2 and the phosphate group (24 Å2). In the cholesterol matrix the CP molecules joined to double rows have packing contact with the smooth side of their skeleta and interdigitate with their annular methyl groups with those of molecules of the adjacent double rows. The branched cholesteryl side chains facing the bilayer center are loosely packed and show considerable disorder and/or thermal motion. 相似文献
7.
Comparison of the structures and the crystal contacts of trypanosomal triosephosphate isomerase in four different crystal forms. 下载免费PDF全文
K. V. Kishan J. P. Zeelen M. E. Noble T. V. Borchert R. K. Wierenga 《Protein science : a publication of the Protein Society》1994,3(5):779-787
Triosephosphate isomerase (TIM) is a dimeric enzyme consisting of 2 identical subunits. Trypanosomal TIM can be crystallized in 4 different spacegroups: P2(1)2(1)2(1), C2(big cell), C2(small cell), and P1. The P1 crystal form only grows in the presence of 1.4 M DMSO; there are 2 DMSO binding sites per subunit. The structures have been refined at a resolution of 1.83 A, 2.10 A, 2.13 A, and 1.80 A, respectively. In the 4 different spacegroups the TIM subunit can be observed in the context of 7 different crystallographic environments. In the C2 cells, the dimer 2-fold axis coincides with a crystallographic 2-fold axis. The similarities and differences of the 7 subunits are discussed. In 6 subunits the flexible loop (loop 6) is open, whereas in the P2(1)2(1)2(1) cell, the flexible loop of subunit 2 is in an almost closed conformation. The crystal contacts in the 4 different crystal forms are predominantly generated by polar residues in loops. A statistical analysis of the residues involved in crystal contacts shows that, in particular, serines are frequently involved in these interactions; 19% of the exposed serines are involved in crystal contacts. 相似文献
8.
The process of protein folding is obviously driven by forces exerted on the atoms of the amino‐acid chain. These forces arise from interactions with other parts of the protein itself (direct forces), as well as from interactions with the solvent (solvent‐induced forces). We present a statistical–mechanical formalism that describes both these direct and indirect, solvent‐induced thermodynamic forces on groups of the protein. We focus on 2 kinds of protein groups, commonly referred to as hydrophobic and hydrophilic. Analysis of this result leads to the conclusion that the forces on hydrophilic groups are in general stronger than on hydrophobic groups. This is then tested and verified by a series of molecular dynamics simulations, examining both hydrophobic alkanes of different sizes and hydrophilic moieties represented by polar‐neutral hydroxyl groups. The magnitude of the force on assemblies of hydrophilic groups is dependent on their relative orientation: with 2 to 4 times larger forces on groups that are able to form one or more direct hydrogen bonds. 相似文献
9.
Condensation of single molecules from solution into crystals represents a transition between distinct energetic states. In solution, the atomic interactions within the molecule dominate. In the crystalline state, however, a set of additional interactions are formed between molecules in close contact in the lattice—these are the packing interactions. The crystal structures of d(CCCT), d(TAACCC), d(CCCAAT), and d(AACCCC) have in common a four-stranded intercalated cytosine segment, built by stacked layers of cytosine · cytosine+ (C · C+) base pairs coming from two parallel duplexes that intercalate into each other with opposite polarity. The intercalated cytosine segments in these structures are similar in their geometry, even though the sequences crystallized in different space groups. In the crystals, adenine and thymine residues of the sequences are used to build the three-dimensional crystal lattice by elaborately interacting with symmetry-related molecules. The packing elements observed provide novel insight about the copious ways in which nucleic acid molecules can interact with each other—for example, when folded in more complicated higher order structures, such as mRNA and chromatin. © 1998 John Wiley & Sons, Inc. Biopoly 44: 257–267, 1997 相似文献
10.
对大肠杆菌表达嗜热子囊菌Thermobifida fusca角质酶的摇瓶诱导条件及3 L发酵罐扩大培养进行了研究,并探讨了角质酶对涤纶纤维的改性作用。结果表明,在摇瓶培养中,采用工业级TB培养基,用2 g/L乳糖诱导,菌体培养至对数生长前期添加0.5%甘氨酸,角质酶产量可达到128 U/mL。在3 L发酵罐扩大培养中,补料培养生物量 (OD600) 最大达到35,角质酶酶活最高达506 U/mL,是迄今国内外报道细菌来源角质酶的最高水平。紫外分光光度法分析初步表明涤纶纤维经角质酶水解产生了对苯二甲酸类物质 相似文献
11.
X. J. Zhang B. W. Matthews 《Protein science : a publication of the Protein Society》1994,3(7):1031-1039
Solvent-binding sites were compared in 10 different crystal forms of phage T4 lysozyme that were refined using data from 2.6 A to 1.7 A resolution. The sample included 18 crystallographically independent lysozyme molecules. Despite different crystallization conditions, variable crystal contacts, changes due to mutation, and varying attention to solvent during crystallographic refinement, 62% of the 20 most frequently occupied sites were conserved. Allowing for potential steric interference from neighboring molecules in the crystal lattice, this fraction increased to 79% of the sites. There was, however, no solvent-binding site that was occupied in all 18 lysozyme molecules. A buried double site was occupied in 17 instances and 2 other internal sites were occupied 15 times. Apart from these buried sites, the most frequently occupied sites were often at the amino-termini of alpha-helices. Solvent molecules at the most conserved sites tended to have crystallographic thermal factors lower than average, but atoms with low B-factors were not restricted to these sites. Although superficial inspection may suggest that only 50-60% (or less) of solvent-binding sites are conserved in different crystal forms of a protein, it appears that many sites appear to be empty either because of steric interference or because the apparent occupancy of a given site can vary from crystal to crystal. The X-ray method of identifying sites is somewhat subjective and tends to result in specification only of those solvent molecules that are well ordered and bound with high occupancy, even though there is clear evidence for solvent bound at many additional sites.(ABSTRACT TRUNCATED AT 250 WORDS) 相似文献
12.
Sibel Kalyoncu Jeongmin Hyun Jennifer C. Pai Jennifer L. Johnson Kevin Entzminger Avni Jain David P. Heaner Jr. Ivan A. Morales Thomas M. Truskett Jennifer A. Maynard Raquel L. Lieberman 《Proteins》2014,82(9):1884-1895
Protein crystallization is dependent upon, and sensitive to, the intermolecular contacts that assist in ordering proteins into a three‐dimensional lattice. Here we used protein engineering and mutagenesis to affect the crystallization of single chain antibody fragments (scFvs) that recognize the EE epitope (EYMPME) with high affinity. These hypercrystallizable scFvs are under development to assist difficult proteins, such as membrane proteins, in forming crystals, by acting as crystallization chaperones. Guided by analyses of intermolecular crystal lattice contacts, two second‐generation anti‐EE scFvs were produced, which bind to proteins with installed EE tags. Surprisingly, although noncomplementarity determining region (CDR) lattice residues from the parent scFv framework remained unchanged through the processes of protein engineering and rational design, crystal lattices of the derivative scFvs differ. Comparison of energy calculations and the experimentally‐determined lattice interactions for this basis set provides insight into the complexity of the forces driving crystal lattice choice and demonstrates the availability of multiple well‐ordered surface features in our scFvs capable of forming versatile crystal contacts. Proteins 2014; 82:1884–1895. © 2014 Wiley Periodicals, Inc. 相似文献
13.
The conformation and molecular packing of monosodium 1,2-dimyristoyl-sn-glycerophosphate (DMPA) has been determined by single crystal analysis (R = 0.107). The lipid crystallizes in the space group P21 with unit cell dimensions: and β = 114.2°. The two molecules of the unit cell are related by a two-fold screw axis and pack tail-to-tail in a bilayer structure. The monosodium phosphate group packs with rather a small cross-section (24 Å2) relative to the two hydrocarbon chains. This unbalance in packing cross-section is overcome by an interdigitation of the phosphate head groups of adjacent bilayers and the formation of a single, common phosphate group layer at the bilayer interfaces. The phosphate groups are linked by hydrogen bonds to linear strands which laterally are separated by strands of sodium ions. The conformation of the molecules differs from that of other phospholipids. The glycerol chain is oriented parallel (instead of perpendicular) to the layer surface and the parallel stacking of the hydrocarbon chains is achieved by a bend of the γ-chain (instead of the β-chain). Otherwise the conformation of the glycerol dicarboxyl ester group displays the same preferred features as generally found in glycerophospholipids. The hydrocarbon chains pack according to the triclinic (T∥) packing mode. The interaction and packing principles of the phosphate head group are discussed in relation to the structural behaviour of phosphatidic acid. 相似文献
14.
Shigeki Takeda Hideyuki Yoshimura Sigeru Endo Takuya Takahashi Kuniaki Nagayama 《Proteins》1995,23(4):548-556
Surface charges of protein molecules are not only important to biological functions but also crucial to the molecular assembly responsible for crystallization. Appropriate alteration in the surface charge distribution of a protein molecule induces new molecular alignment in the proper direction in the crystal and, hence, controls the crystal form. Apoferritin molecules are known to crystallize in two- and three-dimensional forms in the presence of cadmium ions, which bridge neighboring protein molecules. Here we report a controlled transformation of the apoferritin 2-D crystal by site-directed mutagenesis. In mutant apoferritin, two amino acid residues binding a cadmium-ion through their negative charge, were replaced by one type of nonionic amino acid residues. The amino acid residues, Asp-84 and Gln-86 in the sequence of recombinant (i.e., wild-type) horse L -apoferritin, were replaced by Ser. The wild-type apoferritin yielded a hexagonal lattice 2-D crystal in the presence of cadmium ions. In contrast, the mutant apoferritin yielded two types of oblique crystals independent of the presence of cadmium ions. Image reconstruction of electron micrographs of the mutant crystals made clear that the mutant apoferritin molecules oriented themselves with the 2-fold symmetry axis perpendicular to the crystal plane in both crystals, while the wild-type apoferritin molecules oriented themselves with the 3-fold symmetry axis perpendicular to the crystal plane. The changes of crystal forms and molecular orientation in the 2-D crystals were well explained by a change of the electrostatic interactions induced by the mutagenesis. © 1995 Wiley-Liss, Inc. 相似文献
15.
The study of the changes in UV absorbance of DNA solutions in water/dioxane and water/ethylene glycol mixture at different concentrations shows that the thermal denaturation of DNA is sensitive to the electrical permittivity of the media and the water content. At relative low concentrations of co-solvent the dominant feature is the electrical permittivity. When water content is lower than a critical value, the electrical permittivity is no longer the determinant of the denaturation temperature but the partial volume fraction of water. The critical water content is about 0.69 partial volume fraction of water. 相似文献
16.
The crystal structures of a triclinic form (HPA1) and a monoclinic form (HPA2) of hexadecyl-2-deoxyglycerophosphoric acid monohydrate were determined by single crystal analysis. The unit cell dimensions for HPA1 are and α = 91.0, β = 101.5, γ = 100.5° (P) and for HPA2, and γ = 100.8° (P21). In both structures the molecules are fully extended and pack tail-to-tail in bilayers with tilting (47°) hydrocarbon chains. In HPA2, however, the chain tilt alternatingly changes direction in adjacent bilayers, giving rise to a doubled unit cell which spans two bilayers. The dihydrogen phosphate groups interact by hydrogen bonds and are arranged in rows. Laterally between these phosphate rows the water molecules are accommodated producing a compact two-dimensional network of hydrogen bonds. The packing cross-section in the layer plane of the dihydrogen phosphate monohydrate group is 26.7 Å2 in both structures. The hydrocarbon chains pack according to the triclinic (T|) chain packing mode. In HPA2, however, the chain packing is somewhat less compact with accounts for a 2% increase in the molecular volume. In both structures the ether oxygen is accommodated into the hydrocarbon matrix without distortion of the chain packing. 相似文献
17.
K. Padmanabhan T. P. Wu K. G. Ravichandran A. Tulinsky 《Protein science : a publication of the Protein Society》1994,3(6):898-910
The crystal structure of a monoclinic form of human plasminogen kringle 4 (PGK4) has been solved by molecular replacement using the orthorthombic structure as a model and it has been refined by restrained least-squares methods to an R factor of 16.4% at 2.25 A resolution. The X-PLOR structure of kringle 2 of tissue plasminogen activator (t-PAK2) has been refined further using PROFFT (R = 14.5% at 2.38 A resolution). The PGK4 structure has 2 and t-PAK2 has 3 independent molecules in the asymmetric unit. There are 5 different noncrystallographic symmetry "dimers" in PGK4. Three make extensive kringle-kringle interactions related by noncrystallographic 2(1) screw axes without blocking the lysine binding site. Such associations may occur in multikringle structures such as prothrombin, hepatocyte growth factor, plasminogen (PG), and apolipoprotein [a]. The t-PAK2 structure also has noncrystallographic screw symmetry (3(1)) and mimics fibrin binding mode by having lysine of one molecule interacting electrostatically with the lysine binding site of another kringle. This ligand-like binding interaction may be important in kringle-kringle interactions involving non-lysine binding kringles with lysine or pseudo-lysine binding sites. Electrostatic intermolecular interactions involving the lysine binding site are also found in the crystal structures of PGK1 and orthorhombic PGK4. Anions associate with the cationic centers of these and t-PAK2 that appear to be more than occasional components of lysine binding site regions. 相似文献
18.
Ivanov YD Kanaeva IP Gnedenko OV Pozdnev VF Shumyantseva VV Samenkova NF Kuznetsova GP Tereza AM Schmid RD Archakov AI 《Journal of molecular recognition : JMR》2001,14(3):185-196
A phospholipid-containing biochip was created by covalently immobilizing phospholipids on the optical biosensor's aminosilane cuvette and employed to monitor the interactions of the membrane and water-soluble proteins in cytochrome P450-containing monooxygenase systems with planary layers of dilauroylphosphatidylethanolamine (DLPE) and distearoylphosphatidylethanolamine (DSPE), differing in acyl chain length. It was shown that the full-length membrane proteins-cytochrome P4502B4 (d-2B4), cytochrome b5 (d-b5) and NADPH-cytochrome P450 reductase (d-Fp)-readily incorporated into the phospholipids. The incorporation was largely due to hydrophobic interactions of membranous protein fragments with the phospholipid layer. However, electrostatic forces were also but not always involved in the incorporation process. They promoted d-Fp incorporation but had no effect on d-b5 incorporation. In low ionic strength buffer, no incorporation of these two proteins into the DSPE lipid layer was observable. Incorporation of d-b5 into the DLPE layer was abruptly increased at temperatures exceeding phospholipid phase transition point. Incorporation of d-2B4 was dependent on its aggregation state and decreased with increasing protein aggregability. Water-soluble proteins either would not interact with the phospholipid layer (adrenodoxin) or would bind to the layer at the cost of only electrostatic (albumin) or both electrostatic and hydrophobic (P450cam) interactions. 相似文献
19.
Surface interactions of gamma-crystallins in the crystal medium in relation to their association in the eye lens 总被引:3,自引:0,他引:3
Y V Sergeev Y N Chirgadze S E Mylvaganam H Driessen C Slingsby T L Blundell 《Proteins》1988,4(2):137-147
A comparative study of intermolecular interactions in crystals of two homologous low molecular weight proteins, gamma-II and gamma-IIIb crystallins, from calf eye lens was carried out. Crystal packings for these proteins are very different: intermolecular contact areas compose about 33% of the total accessible surface area of gamma-II as compared with 13% in gamma-III. Two key residues seem to be mainly responsible for the differences in protein association in the crystal medium. These are Ser 103 and Leu 155 in gamma-II, which are replaced by Met 103 and His 155 in gamma-IIb. A similar substitution of these residues is observed in different gene products of gamma-crystallins from a number of vertebrates. This is consistent with the existence of a genetically controlled mechanism for determining intermolecular association of gamma-crystallins in the native medium of the lens. 相似文献
20.
Hugo Schweke Qifang Xu Gerardo Tauriello Lorenzo Pantolini Torsten Schwede Frédéric Cazals Alix Lhéritier Juan Fernandez-Recio Luis Angel Rodríguez-Lumbreras Ora Schueler-Furman Julia K. Varga Brian Jiménez-García Manon F. Réau Alexandre M. J. J. Bonvin Castrense Savojardo Pier-Luigi Martelli Rita Casadio Jérôme Tubiana Haim J. Wolfson Romina Oliva Didier Barradas-Bautista Tiziana Ricciardelli Luigi Cavallo Česlovas Venclovas Kliment Olechnovič Raphael Guerois Jessica Andreani Juliette Martin Xiao Wang Genki Terashi Daipayan Sarkar Charles Christoffer Tunde Aderinwale Jacob Verburgt Daisuke Kihara Anthony Marchand Bruno E. Correia Rui Duan Liming Qiu Xianjin Xu Shuang Zhang Xiaoqin Zou Sucharita Dey Roland L. Dunbrack Emmanuel D. Levy Shoshana J. Wodak 《Proteomics》2023,23(17):2200323
Reliably scoring and ranking candidate models of protein complexes and assigning their oligomeric state from the structure of the crystal lattice represent outstanding challenges. A community-wide effort was launched to tackle these challenges. The latest resources on protein complexes and interfaces were exploited to derive a benchmark dataset consisting of 1677 homodimer protein crystal structures, including a balanced mix of physiological and non-physiological complexes. The non-physiological complexes in the benchmark were selected to bury a similar or larger interface area than their physiological counterparts, making it more difficult for scoring functions to differentiate between them. Next, 252 functions for scoring protein-protein interfaces previously developed by 13 groups were collected and evaluated for their ability to discriminate between physiological and non-physiological complexes. A simple consensus score generated using the best performing score of each of the 13 groups, and a cross-validated Random Forest (RF) classifier were created. Both approaches showed excellent performance, with an area under the Receiver Operating Characteristic (ROC) curve of 0.93 and 0.94, respectively, outperforming individual scores developed by different groups. Additionally, AlphaFold2 engines recalled the physiological dimers with significantly higher accuracy than the non-physiological set, lending support to the reliability of our benchmark dataset annotations. Optimizing the combined power of interface scoring functions and evaluating it on challenging benchmark datasets appears to be a promising strategy. 相似文献