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Preferential in vivo DNA repair of melphalan-induced damage in human genes is greatly affected by the local chromatin structure.

To investigate the molecular mechanisms of action of the nitrogen mustard melphalan in patients treated for multiple myeloma, the in vivo induction and repair of melphalan-induced DNA damage was measured in genes with different transcriptional activity (b-actin>p53>N-ras>d-globin) from leukocytes of 20 multiple myeloma patients following chemotherapeutic administration of high-dose melphalan (200mg/m(2)) and autologous blood stem cell transplantation. Heterogeneous repair was found among the studied genes. The extent of repair was always in the order: b-actin>p53>N-ras>d-globin, correlating with the gene transcriptional state. Similar findings were obtained using peripheral blood mononuclear cells (PBMC) from healthy volunteers following in vitro treatment with melphalan, indicating that these results are not malignant disease-specific. Following in vitro treatment of PBMC from healthy volunteers with alpha-amanitin, an inhibitor of RNA polymerase II that can also induce condensation of chromatin structure, a significant inhibition of the removal of melphalan-induced damage in the three active genes but not in the silent d-globin gene was found, suggesting that transcription and/or chromatin structure may play important roles in the preferential DNA repair. When the in vivo DNA damage formation and repair in multiple myeloma patients following chemotherapeutic administration of melphalan was measured in the two strands of the active genes, no strand bias was found, indicating that the global genome repair subpathway of nucleotide excision repair may play a crucial role in the repair of these adducts. These results were also confirmed in PBMC from healthy volunteers following in vitro treatment with melphalan. Using micrococcal nuclease digestion of nuclei isolated from PBMC of multiple myeloma patients before the chemotherapeutic treatment, as well as from PBMC of healthy volunteers, we probed the chromatin structure in each gene and found that the "looseness" of the chromatin structure correlated with the levels of the gene-specific repair, being again in the order: b-actin>p53>N-ras>d-globin. To conclude, the in vivo gene-specific repair of melphalan-induced damage in humans is greatly affected by the local chromatin structure.

Actins↗

Quantitative organization of the known protein x-ray structures. I. Methods and short-length-scale results.

We address herein the problem of delineating the relationships between the known protein structures. In order to study this problem, methods have been developed to represent arbitrarily sized fragments of biopolymer backbone, and to compare distributions of such fragments. These methods are applied to a classification of 123 structures representing the entire set of known x-ray structures. The resulting data are analyzed (on the four-C alpha length scale) to determine both the large-scale organization of the set of known structures (i.e., the relationships between large groups of structures, each comprised of proteins that are structurally related) and its local structure (i.e., the quantitative degree of similarity between any two specific structures). It is shown that the set of structures forms a continuum of structural types, ranging from all-helical to all-sheet/barrel proteins. It is further demonstrated that the density of protein structures is not uniform across this continuum, but rather that structures cluster in certain regions, separated by regions of lower population. The properties of the various regions of the structural space are determined. The existence is demonstrated of strong quantitative correlations between the contents of different types of four-C alpha fragments within protein structures, which imply significant constraints on the types of architecture that can occur in proteins. Analysis of the distribution of structures demonstrates some hitherto unsuspected similarities and suggests that, in some circumstances, neither structural similarity nor sequence homology may be necessary conditions for evolutionary relationship between proteins. It is also suggested that these unsuspected similarities may imply similar folding mechanisms for structures of apparently different global architecture. Cases are also noted in which apparently similar structures may fold by different mechanisms. The connection between structure and dynamic properties is discussed, and a possible role of dynamics in the evolution of protein structures is suggested. The sensitivity of the methods presented herein to anomalies of structure refinement is demonstrated. It is suggested that the present results provide a framework for analyzing experimental results on structural similarity obtained using vibrational circular dichroism spectra, which are sensitive to local backbone structure.

Animals↗

Ultraviolet light-induced crosslinking reveals a unique region of local tertiary structure in potato spindle tuber viroid and HeLa 5S RNA.

The positions of intramolecular crosslinks induced by irradiation with ultraviolet light were mapped into potato spindle tuber viroid RNA and HeLa 5S rRNA. Crosslinking in each of these molecules occurred at a single major site, which was located by RNA fingerprinting and secondary analysis (and additional primer extension studies in the case of the viroid). Various lines of evidence suggest that these crosslinks identify a previously undescribed element of local tertiary structure common to these two widely divergent RNA molecules: (i) both crosslinks occur in an identical eight-base context, with the sequence 5' GGGAA 3' on one side and the sequence 5' UAC 3' on the other; (ii) both crosslinks connect bases that are not thought to be involved in conventional hydrogen bonding, within regions usually depicted as single-stranded loops flanked by short helical segments; and (iii) both crosslinks connect a purine and a pyrimidine residue, and both may generate the same G-U dimer. Furthermore, it is likely that the crosslinking site is of functional significance because it is located within the most highly conserved region of the viroid sequence and involves bases that are essentially invariant among eukaryotic 5S rRNA molecules.

HeLa Cells↗

Thermally induced conformational changes of tobacco mosaic virus and their protein assemblies.

The measurement of the fluorescence intensity of tryptophan residues showed that a reversible transition in the local structure took place between 20 degrees C and 30c in intact virus particles and reconstituted protein assemblies of the ordinary strain and the tomato strain of tobacco mosaic virus. During this transition the overall polymer structure was maintained. In the case of the bean strain of tobacco mosaic virus, however, the fluorescence intensity did not show any transition in the same temperature range. Such a difference between different strains gave some information on the location of tryptophan residues possibly involved in the local structure change. The fluorescence polarization of intact virus particles showed no change in the whole temperature range, but the polarization of the reconstituted protein assembly of the ordinary strain showed a transition at the same temperature as the fluorescence intensity. This suggested a difference in the freedom of the local structure between intact virus particles and reconstituted protein assemblies. Oligomers of these virus proteins were stable up to 45c and above this temperature, began to make an irreversible transition where the secondary structure of the monomer was partially broken but the oligomer structure was retained.

Circular Dichroism↗

Statistical inference for well-ordered structures in nucleotide sequences.

Distinct, local structures are frequently correlated with functional RNA elements involved in post-transcriptional regulation of gene expression. Discovery of microRNAs (miRNAs) suggests that there are a large class of small non-coding RNAs in eukaryotic genomes. These miRNAs have the potential to form distinct fold-back stem-loop structures. The prediction of those well-ordered folding sequences (WFS) in genomic sequences is very helpful for our understanding of RNA-based gene regulation and the determination of local RNA elements with structure-dependent functions. In this study, we describe a novel method for discovering the local WFS in a nucleotide sequence by Monte Carlo simulation and RNA folding. In the approach the quality of a local WFS is assessed by the energy difference (E(diff)) between the optimal structure folded in the local segment and its corresponding optimal, restrained structure where all the previous base pairings formed in the optimal structure are prohibited. Distinct WFS can be discovered by scanning successive segments along a sequence for evaluating the difference between E(diff) of the natural sequence and those computed from randomly shuffled sequences. Our results indicate that the statistically significant WFS detected in the genomic sequences of Caenorhabditis elegans (C.elegans) F49E12, T07C5, T07D1, T10H9, Y56A3A and Y71G12B are coincident with known fold-back stem-loops found in miRNA precursors. The potential and implications of our method in searching for miRNAs in genomes is discussed.

Algorithms↗

Human cathepsin S: chromosomal localization, gene structure, and tissue distribution.

The human lysosomal cysteine proteinases, cathepsins H, L, and B, have been mapped to chromosomes 15, 9, and 8, respectively, and the genomic structures of cathepsins L and B have been determined. We report here the chromosomal localization and partial gene structure for a recently sequenced human cysteine proteinase, cathepsin S. A 20-kilobase pair genomic clone of the human cathepsin S gene was isolated from a human fibroblast genomic library and used to map the human cathepsin S gene to chromosome 1q21 by fluorescence in situ hybridization. This clone contains exons 1 through 5, introns 1 through 4, part of intron 5, and > 7 kilobase pairs of the 5'-flanking sequence. The gene structure of human cathepsin S is similar to that of cathepsin L through the first 5 exons, except that cathepsin S introns are substantially larger. Sequencing of the 5'-flanking region revealed, similar to human cathepsin B, no classical TATA or CAAT box. In contrast to cathepsin B, cathepsin S contains only two SP1 and at least 18 AP1 binding sites that potentially could be involved in regulation of the gene. This 5'-flanking region also contains CA microsatellites. The presence of AP1 sites and CA microsatellites suggest that cathepsin S can be specifically regulated. Results of Northern blotting using probes for human cathepsins B, L, and S are consistent with this hypothesis; only cathepsin S shows a restricted tissue distribution, with highest levels in spleen, heart, and lung. In addition, immunostaining of lung tissue demonstrated detectable cathepsin S only in lung macrophages. The high level of expression in the spleen and in phagocytes suggests that cathepsin S may have a specific function in immunity, perhaps related to antigen processing.

Animals↗

Characterization of the formation of amyloid protofibrils from barstar by mapping residue-specific fluorescence dynamics.

The small protein barstar aggregates at low pH to form soluble oligomers, which can be transformed into fibrillar aggregates at an elevated temperature. To characterize structurally, with residue-specific resolution, the process of amyloid formation of barstar, as well as to monitor the increase in size that accompanies the aggregation process, time-resolved fluorescence anisotropy decay measurements have been introduced as a valuable probe. Seven different single-cysteine-containing mutant forms of barstar were made, to each of which a fluorophore was attached at the thiol group. The rotational dynamics of these seven fluorophores, as well as of the sole intrinsic tryptophan residue in the protein, were determined in the amyloid protofibrils formed, as well as in the soluble oligomers from which the protofibrils arise upon heating. Mapping of the fast rotational dynamics onto the sequence of the protein yields dynamic amplitude maps that allowed identification of the segments of the chain that possess local structure in the soluble oligomer and amyloid protofibrils. The patterns of these maps of the soluble oligomer and protofibrils are seen to be similar; and protofibrils display more local structure than do the soluble oligomers, at all residue positions studied. The observation that transformation from soluble oligomers to protofibrils does not perturb local structure significantly at eight different residue positions, suggests that the soluble oligomers transform directly into protofibrils, without undergoing drastic structural rearrangements.

Amyloid↗

Local microdomain structure in the terminal extensions of betaA3- and betaB2-crystallins.

PURPOSE: Although the crystal structures of the core domains of bovine betaB2-crystallin have been determined and those of other betagamma-crystallins modeled, the positions of the N- and C-termini are not resolvable by X-ray crystallography. Here we model the possible structural organization of the terminal arms of mouse betaA3- and betaB2-crystallins and test this model against the results of partial proteolysis. METHODS: The secondary structure of the terminal extensions was predicted by 3 different methods, one a nearest-neighbor method modified to use overlapping sequence tripeptides. Recombinant betaA3- and betaB2-crystallins were expressed using baculovirus vectors in S. frugiperda Sf9 cells. Crystallins were sequenced by the Edman degradation method. RESULTS: The N-terminal extension of betaB2-crystallin includes a series of hydrophilic residues from Q-11 to Q-9 which have high propensity of a helical conformation. The N-terminal arm of betaA3-crystallin is also predicted to have two helical segments, from Q-24 to E-20 and M-13 to A-12. Partial characterization of the baculovirus extract showed a thiol protease inhibited by leupeptin and E-64. As predicted by the model, recombinant betaB2-crystallin subjected to partial proteolysis was cleaved adjacent to the helical domain, while the N-terminal cleavage site in recombinant betaA3-crystallin was within 1 residue of an interhelical junction. Our model also predicts the products of partial proteolytic degradation of betaB2- and betaA3-crystallins from human, rat, bovine and chicken lenses incubated with the protease m-calpain. CONCLUSIONS: These results suggest the existence of local microdomain structures in the N- and C-terminal extensions of betaA3- and betaB2-crystallins, which appear to be more susceptible to proteolytic degradation in regions adjacent to these putative domains.

Amino Acid Sequence↗

[Frequency and prevalence of anomalies in shape, number and structure in locally limited disorders of the odontogenesis].

Anomalies in shape, number and structure of deciduous and permanent teeth in patients with different kinds of clefts are a sign of a disturbed developmental process. Their localisation, typically in the immediate vicinity of the cleft formation, and their exclusive presence at the upper medium and lateral incisors led to the presumption of a direct correlation with the genesis of the cleft formation. An early preventive individual care and the consequent complex stomatological therapy are a prerequisite for the realization of the morphological, functional and aesthetic conditions that effectively assist in the social accommodation of patients with different kinds of clefts.

Cleft Lip↗

19F NMR studies of plasminogen activator inhibitor-1.

Plasminogen activator inhibitor-1 (PAI-1) is a 43 kDa protein involved in the regulation of fibrinolysis. PAI-1 is the principal inhibitor of tissue-type plasminogen activator (t-PA), trapping the proteinase as an acyl-enzyme covalent complex (approximately 105 kDa). Four single tryptophan mutants of PAI-1 have been constructed in which three of the four tryptophan residues (Trp86, Trp139, Trp175, and Trp262) were replaced with phenylalanine. Biosynthetic incorporation of 5-fluorotryptophan (5F-Trp) into wild-type PAI-1 (5FW wtPAI-1) and the single tryptophan mutants (5FW86, 5FW139, 5FW175, and 5FW262) was achieved, allowing a (19)F NMR spectroscopic study of PAI-1 in its active and cleaved forms and in complex with t-PA. The (19)F NMR spectrum of active 5FW wtPAI-1 shows four clearly resolved peaks at -39.20, -49.26, -50.74, and -52.57 ppm relative to trifluoroacetic acid at 0 ppm. Unequivocal assignments of these four resonances in the spectrum of 5FW wtPAI-1 to specific tryptophan residues were accomplished by measuring the chemical shifts of the (19)F resonances of the single tryptophan mutants. There was close agreement between the resonances observed in 5FW wtPAI-1 and of those in the mutants for all three protein forms. This would imply little structural perturbation in the local structures of the tryptophan residues resulting from substitution by phenylalanine. The 5FW wtPAI-1 was observed to have lower second-order rate constant (k(app)) for the inhibition of t-PA than the natural tryptophan wtPAI-1, suggesting that the decreased activity may result from a small structural effect of the fluorine substituent of the indole ring. Further alterations in the k(app) and the stoichiometry of inhibition (SI) were observed in each of the mutants indicating an effect of the three tryptophan to phenylalanine mutations. Detailed interpretation of the (19)F NMR spectra of the PAI-1 mutants provides insights into the local segmental structure of the active form of the proteins and the structural changes that occur in the cleaved and t-PA complexed forms.

Fluorine↗

Solution structure of oxidized rat microsomal cytochrome b5 in the presence of 2 M guanidinium chloride: monitoring the early steps in protein unfolding.

One- and two-dimensional proton NMR spectroscopy has been employed in order to study the denaturation effect of guanidinium chloride (GdmCl) on the oxidized state of the A-form of rat microsomal cytochrome b5 (cyt b5). The protein rapidly starts losing the heme at denaturant concentrations larger than approximately 2.0 M and a largely unfolded protein is eventually obtained. An estimate of the unfolding kinetics is obtained and, by use of a two-state model (folded left and right arrow unfolded), a value for DeltaG degrees. Below this concentration, small (</=0.15 ppm) but systematic chemical shift variations take place for the diamagnetic as well as the hyperfine-shifted signals, indicating that some structural changes occur. However, the protein core maintains its overall structure. The analysis of the two-dimensional nuclear Overhauser effect spectroscopy (2D NOESY) maps has allowed the determination of the solution structure of the protein in the presence of 2 M GdmCl. By use of 1199 meaningful NOESY constraints (obtained from the assignment of 75% of the total protons) and 166 pseudocontact shifts, a family of 40 structures has been obtained through the program PSEUDYANA. The family was further refined through restrained energy minimization and the final root mean square deviation (RMSD) values with respect to the average structure are 0.67 +/- 0.10 A and 1.14 +/- 0.11 A for the backbone and heavy atoms, respectively. The quality of the present structure is equivalent to that of the one obtained recently for the native form [Arnesano et al. (1998) Biochemistry 37, 173-184], thus allowing a meaningful comparison between the two structures. Upon addition of 2 M GdmCl, significant local structural differences are induced to the protein backbone segments comprising residues 33-38 (helix alpha2) and 62-64 (end of helix alpha4-beginning of helix alpha5) while the overall folding scheme of the protein is still maintained. These protein regions form part of the "pocket" supporting the heme, whose plane is also rotated by approximately 10 degrees around an axis connecting the C2 and C8 carbon atoms. The initial steps of the unfolding process involve breaking of a few hydrogen bonds that stabilize local structural conformations. The hydrogen bond between Ser 64 and propionate 7, which stabilizes the heme binding to the protein frame, is broken in the presence of 2 M GdmCl. The same occurs for two hydrogen bonds between two beta-strands (beta2 and beta3), thus inducing the disruption of one of the antiparallel beta-sheets forming one side of the heme cavity. Our results are critically discussed in connection with the native-state protein local backbone mobility characteristics and point to the backbone carbons of Glu 37 and Ser 64 being the first "breaking points" of the protein frame once the global unfolding reaction is initiated at a somewhat higher concentration of denaturant.

Animals↗

Structure, chromosomal localization, and expression pattern of the murine Magp gene.

The microfibril-associated glycoprotein (MAGP) was recently established as a discrete constituent of 10-nm microfibrils. We have characterized the primary structure of the mouse transcript, the structure and chromosomal localization of the murine gene, and the developmental pattern of gene expression. The transcript consists of 1,037 base pairs as determined by cDNA cloning, Northern blot analysis, S1 nuclease mapping, and primer extension mapping. Using a cDNA fragment as a probe, we isolated a single genomic clone that contained the entire mouse gene. Analysis of this clone indicated that Magp is fragmented into 9 exons, with the initiator Met codon located in exon 2. As determined by analysis of somatic cell hybrid lines and by fluorescence in situ hybridization, the mouse gene was mapped to chromosome 4 at a location corresponding to region D3-E1. Genomic sequence immediately upstream of the transcription start site was found to be GC-rich but lacked TATA or CCAAT boxes as well as other cis-acting motifs known to regulate transcription. Promoters of this type are usually found in genes that exhibit broad temporal and spatial patterns of expression. Consistent with this idea, the Magp transcript appeared to be the widespread product of mesenchymal/connective tissue cells throughout mouse development. This study presents the first comprehensive evaluation of microfibril gene expression during mammalian development.

Amino Acid Sequence↗

Protein backbone angle prediction with machine learning approaches.

MOTIVATION: Protein backbone torsion angle prediction provides useful local structural information that goes beyond conventional three-state (alpha, beta and coil) secondary structure predictions. Accurate prediction of protein backbone torsion angles will substantially improve modeling procedures for local structures of protein sequence segments, especially in modeling loop conformations that do not form regular structures as in alpha-helices or beta-strands. RESULTS: We have devised two novel automated methods in protein backbone conformational state prediction: one method is based on support vector machines (SVMs); the other method combines a standard feed-forward back-propagation artificial neural network (NN) with a local structure-based sequence profile database (LSBSP1). Extensive benchmark experiments demonstrate that both methods have improved the prediction accuracy rate over the previously published methods for conformation state prediction when using an alphabet of three or four states. AVAILABILITY: LSBSP1 and the NN algorithm have been implemented in PrISM.1, which is available from www.columbia.edu/~ay1/. SUPPLEMENTARY INFORMATION: Supplementary data for the SVM method can be downloaded from the Website www.cs.columbia.edu/compbio/backbone.

Algorithms↗

Gene structure, chromosomal localization and analysis of 3-ketosteroid reductase activity of the human 3(alpha-->beta)-hydroxysteroid epimerase.

Following our previous characterization of the first human 3(alpha-->beta)hydroxysteroid epimerase (hHSE), we determined the genomic structure and chromosomal localization of the hHSE gene using fluorescent in situ hybridization (FISH) in this study. The gene spans 23 kb and contains five exons and four introns. FISH mapping assigned this gene to chromosome band 12q13. Primer extension analysis allowed the identification of a single transcription start site at 179 bp upstream from the ATG start codon. The 5'-flanking sequence lacks a typical TATA box in the proximal region of the transcription start site. However, analysis of the 2 kb promoter region revealed the presence of multiple potential transcription factor binding sites. Furthermore, we studied the 3-ketosteroid reductase activity demonstrated by hHSE in intact cells stably expressing the enzyme. It has been known that, in vitro, 3beta-hydroxysteroid dehydrogenase (3beta-HSD) shows both oxidative and reductive activity. Our results showed that hHSE catalyzes the reduction of 3-ketosteroids to form 3beta-hydroxysteroids while 3beta-HSD cannot catalyze this reaction in intact cells. However, hHSE showed 3-keto reductase activity in both microsomal fractions and intact cells. Since intact cells constitute a system which closely reflects in vivo intracellular conditions, we propose that hHSE might contribute to the cellular 3-ketosteroid reductase activity in the peripheral tissues.

3-Hydroxysteroid Dehydrogenases↗

Perceiving musical tension in long chord sequences.

We attempted to predict perceived musical tension in longer chord sequences by hierarchic and sequential models based on Lerdahl and Jackendoff's and Lerdahl's cognitive theories and on Parncutt's sensory-psychoacoustical theory. Musicians and nonmusicians were asked to rate the perceived tension of chords which were drawn either from a piece composed for the study (Exp. 1) or from a Chopin Prelude (Exps. 2-4). In Exps. 3 and 4, several experimental manipulations were made to emphasize either the global or the local structure of the piece and to verify how these manipultions would affect the respective contribution of the models in the ratings. In all experiments, musical tension was only weakly influenced by global harmonic structure. Instead, it mainly seemed to be determined locally, by harmonic cadences. The hierarchic model of Lerdahl and Jackendoff provided the best fit to tension ratings, not because it accounted for global hierarchic effects, but because it captured the local effect of cadences. By reacting to these local structures, tension ratings fit quite well with a hierarchic model, even though the participants were relatively insensitive to the global structure of the pieces. As a main outcome, it is argued that musical events were perceived through a short perceptual window sliding from cadence to cadence along a sequence.

Adult↗

Isolation, subunit structure and localization of inorganic pyrophosphatase of heart and liver mitochondria.

A procedure has been developed to isolate separately two forms (I and II) of inorganic pyrophosphatase (pyrophosphate phosphohydrolase, EC 3.6.1.1) from bovine heart mitochondria with specific activities of 250 and 39 IU/mg, respectively. The values of Mr for enzymes I and II are about 60000 and 185000, respectively. Polyacrylamide gel electrophoresis of pyrophosphatase II in the presence of sodium dodecyl sulfate reveals polypeptides of four types with Mr of 28000 (alpha), 30000 (beta), 40000 (gamma) and 60000 (delta). Enzyme I consists of two subunits similar in mass to alpha and beta. When rat heart and liver mitochondria are fractionated with digitonin and Lubrol WX, pyrophosphatase II, but not I, remains bound to inner membrane fragments. The results show that the two forms of the mitochondrial pyrophosphatase, one of which is localized in the inner membrane, differ in subunit structure but have a common catalytic part.

Animals↗

Neural correlates of semantic and syntactic processes in the comprehension of case marked pronouns: evidence from German and Dutch.

BACKGROUND: It is well known that both semantic and syntactic information play a role in pronoun resolution in sentences. However, it is unclear what the relative contribution of these sources of information is for the establishment of a coreferential relationship between the pronoun and the antecedent in combination with a local structural case constraint on the pronoun (i.e. case assignment of a pronoun under preposition governing). In a prepositional phrase in German and Dutch, it is the preposition that assigns case to the pronoun. Furthermore, in these languages different overtly case-marked pronouns are used to refer to male and female persons. Thus, one can manipulate biological/syntactic gender features separately from case marking features. The major aim of this study was to determine what the influence of gender information in combination with a local structural case constraint is on the processing of a personal pronoun in a sentence. Event-related brain potential (ERP) experiments were performed in German and in Dutch. In a word by word sentence reading study in German and Dutch, gender congruency between the antecedent and the pronoun was manipulated and/or case assignment by the preposition was violated while ERPs of young native speakers were recorded. RESULTS: The German and the Dutch ERP data showed an enlarged negativity broadly distributed starting approximately 350 ms after onset of the pronoun followed by a late positivity for gender violations. For syntactic incongruencies without gender violations only a positivity was present. The Dutch data showed an earlier onset of the positivity in comparison to German. CONCLUSION: Finding negativities and positivities for conditions with a gender violation indicates that pronoun resolution with gender incongruency between the pronoun and the antecedent suffers from semantic as well as syntactic integration problems. The presence of a positivity for the syntactically incongruent conditions without gender violations suggests that the processing of incorrect case marking without a gender violation gives rise to syntactic but not semantic integration problems. We suggest that the more prominent case violation in Dutch caused the earlier onset of the positivity in the Dutch study. In addition, the pattern of ERP effects shows that both case and gender information are used almost immediately implying that the local structural constraint affects the resolution process with more processing activity than for a pronoun of which only one source of information is violated or incongruent.

Adult↗

Robust point matching for nonrigid shapes by preserving local neighborhood structures.

In previous work on point matching, a set of points is often treated as an instance of a joint distribution to exploit global relationships in the point set. For nonrigid shapes, however, the local relationship among neighboring points is stronger and more stable than the global one. In this paper, we introduce the lotion of a neighborhood structure for the general point matching problem. We formulate point matching as an optimization problem to preserve local neighborhood structures during matching. Our approach has a simple graph matching interpretation, where each point is a node in the graph, and two nodes are connected by an edge if they are neighbors. The optimal match between two graphs is the one that maximizes the number of matched edges. Existing techniques are leveraged to search for an optimal solution with the shape context distance used to initialize the graph matching, followed by relaxation labeling updates for refinement. Extensive experiments show the robustness of our approach under deformation, noise in point locations, outliers, occlusion, and rotation. It outperforms the shape context and TPS-RPM algorithms on most scenarios.

Algorithms↗