EXTRACT: A program to extract three-dimensional coordinates from stereo diagrams of proteins

The program EXTRACT has been developed to extract accurate three-dimensional coordinates from published stereo α-carbon diagrams of protein structures. The approach is based on the display of scanned images of the left and right eye views of the diagram on a stereo-equipped workstation, allowing construction of a molecular model using the diagram as a guide. A number of structural checks assess the building, including probability maps derived for α-carbon geometry in protein structures. The procedure has also been extended to produce less accurate models from mono images.     

ANTHEPROT 2.0: A three-dimensional module fully coupled with protein sequence analysis methods

ANTHEPROT is a fully interactive graphics program devoted to the analysis of the sequences and structures of proteins. This program, originally developed to facilitate the protein sequence analysis coupled with multiple alignments and predicted secondary structures of proteins,^1,2 now comprises a powerful 3D module to display and handle macromolecular structures. All the methods that were previously integrated into ANTHEPROT are now directly coupled with a 3D window that provides the user all the classic features of a molecular modeling package. Indeed, it allows real-time rotation and translation of 3D structures with many kinds of models in depth-cueing mode (space filling, backbone, wire models, main chain, and ribbons), selections (atom type, residue type, segments, and chain), colorcoding systems (amino acid properties, predicted or observed secondary structures, temperature B factor, and subunits), geometric calculations (Ramachandran plot, distances, and angles), and fitting molecules. Stereo views are possible as well as HPGL standard files. A module specifically devoted to the determination of 3D structures using nuclear magnetic resonance is also available. This major release of our program for IBM rs6000 workstations is available by anonymous ftp to ibcp.fr for academic institutions.     

Program for the visualization and interactive study of molecules on a calligraphic display system

Mops is a computer program for the visualization and interactive analysis of crystallographic and molecular structures on a calligraphic PS 300 display system. This system allows the interactive display of bond lengths, bond angles and torsion angles with colour coding of atom types as well as crystalline packing interactions. Mops is also capable of easily drawing a chosen image on the screen using the Ortep program. This facility allows the very fast preparation of slides or illustrations.     

MOLECULAR DESIGNER: an interactive program for the display of protein structure on the IBM-PC

A BASIC interactive graphics program has been developed forthe IBM-PC which utilizes the graphics capabilities of thatcomputer to display and manipulate protein structure from coordinates.Structures may be generated from typed files, or from BrookhavenNational Laboratories' Protein Data Bank data tapes. Once displayed,images may be rotated, translated and expanded to any desiredsize. Figures may be viewed as ball-and-stick or space-fillingmodels. Calculated multiple-point perspective may also be addedto the display. Docking manipulations are possible since morethan a single figure may be displayed and manipulated simultaneously.Further, stereo images and red/blue three-dimensional imagesmay be generated using the accompanying DESIPLOT program andan HP-7475A plotter. A version of the program is also currentlyavailable for the Apple Macintosh. Full implementation on theMacintosh requires 512 K and at least one disk drive. Otherwisethis version is essentially identical to the IBM-PC versiondescribed herein. Received on July 12, 1985; accepted on August 1, 1985     

Gifa V. 4: A complete package for NMR data set processing

Summary The Gifa program is designed for processing, displaying and analysing 1D, 2D and 3D NMR data sets. It has been constructed in a modular fashion, based on three independent modules: a set of commands that perform all the basic processing operations such as apodisation functions, a complete set of Fourier Transforms, phasing and baseline correction, peak-picking and line fitting, linear prediction and maximum entropy processing; a set of command language primitives that permit the execution of complex macro commands; and a set of graphic commands that permit to build a complete graphic user interface, allowing the user to interact easily with the program. We have tried to create a versatile program that can be easily extended according to the user's requirements and that is adapted to a novice as well as an experienced user. The program runs on any UNIX computer, with or without graphic display, in interactive or batch mode.     

Web servlet-assisted, dial-in flow cytometry data analysis

BACKGROUND: The obvious benefits of centralized data storage notwithstanding, the size of modern flow cytometry data files discourages their transmission over commonly used telephone modem connections. The proposed solution is to install at the central location a web servlet that can extract compact data arrays, of a form dependent on the requested display type, from the stored files and transmit them to a remote client computer program for display. METHODS: A client program and a web servlet, both written in the Java programming language, were designed to communicate over standard network connections. The client program creates familiar numerical and graphical display types and allows the creation of gates from combinations of user-defined regions. Data compression techniques further reduce transmission times for data arrays that are already much smaller than the data file itself. RESULTS: For typical data files, network transmission times were reduced more than 700-fold for extraction of one-dimensional (1-D) histograms, between 18 and 120-fold for 2-D histograms, and 6-fold for color-coded dot plots. Numerous display formats are possible without further access to the data file. CONCLUSIONS: This scheme enables telephone modem access to centrally stored data without restricting flexibility of display format or preventing comparisons with locally stored files.     

DNAVis: interactive visualization of comparative genome annotations

The software package DNAVis offers a fast, interactive and real-time visualization of DNA sequences and their comparative genome annotations. DNAVis implements advanced methods of information visualization such as linked views, perspective walls and semantic zooming, in addition to the display of heterologous data in dot plot-like matrix views.     

MacMolecular: A program for visualization of molecular structures on the Macintosh

MacMolecular displays small- to medium-sized biomolecules, with particular emphasis on peptides. It has been developed to run on color Macintosh computers. The display can be stick, ball and stick, depth cued by thickness stick, or several types of space-filling representations. The program takes input from standard PDB files, simple Cartesian coordinate files, and, in addition, from Kinemage files in which atom information has been included. The program allows color changes of various types as well as the normal functions of translation, rotation, and zooming. In addition, animation files may be produced for subsequent display. Bonding of atoms is done by a distance algorithm (standard) or sequentially to properly display Cα traces and traces of peptides containing simplified representations of amino acids. Stereo viewing is available, and manipulated structures which were drawn from PDB files can be written out to new PDB files. In addition, PICT files of the drawing window can be generated.     

Targeted projection pursuit for visualizing gene expression data classifications

We present a novel method for finding low-dimensional views of high-dimensional data: Targeted Projection Pursuit. The method proceeds by finding projections of the data that best approximate a target view. Two versions of the method are introduced; one version based on Procrustes analysis and one based on an artificial neural network. These versions are capable of finding orthogonal or non-orthogonal projections, respectively. The method is quantitatively and qualitatively compared with other dimension reduction techniques. It is shown to find 2D views that display the classification of cancers from gene expression data with a visual separation equal to, or better than, existing dimension reduction techniques. AVAILABILITY: source code, additional diagrams, and original data are available from http://computing.unn.ac.uk/staff/CGJF1/tpp/bioinf.html     

Matrix program to analyze primary structure homology

A FORTRAN program to analyze homology of letter strings (nucleotide or amino acid sequences) and to display the result in the form of a dot matrix is presented. The program is generally usable, user-friendly and has a number of options (filtering, "fudging," i.e., consideration of groups of homologous residues, and screening, i.e., display of only particular groups of residues) which greatly potentiate its analytical power.     

StatFingerprints: a friendly graphical interface program for processing and analysis of microbial fingerprint profiles

Molecular fingerprint methods are widely used to compare microbial communities in various habitats. The free program StatFingerprints can import, process, and display fingerprint profiles and perform numerous statistical analyses on them, and also estimate diversity indexes. StatFingerprints works with the free program R, providing an environment for statistical computing and graphics. No programming knowledge is required to use StatFingerprints, thanks to its friendly graphical user interface. StatFingerprints is useful for analysing the effect of a controlled factor on the microbial community and for establishing the relationships between the microbial community and the parameters of its environment. Multivariate analyses include ordination, clustering methods and hypothesis-driven tests like 50-50 multivariate analysis of variance, analysis of similarity or similarity percentage procedure and the program offers the possibility of plotting ordinations as a three-dimensional display.     

Ecology of Infectious Disease: Forging an Alliance

The Ecology of Infectious Diseases (EID) program is a joint National Science Foundation–National Institutes of Health initiative to produce predictive understanding of disease dynamics, with a focus on diseases with an environmental component. The interdisciplinary research projects funded by this program take advantage of the wide range of theoretical and methodological advances developed over the past 30 years. The challenge for disease ecology is to unravel these systems, discover how complex they truly are, and to determine if they can be predicted and controlled using targeted environmental, public health, or medical interventions. Between 1999 and 2005, a total of 42 research awards were made under the EID program. EID projects have had affects on policy in two areas: adoption of novel interventions on a local scale and use of models by government agencies for the purpose of allocating public health resources. The past 6 years have been an exciting time for the field of disease ecology; we expect the coming years to be even more exciting and productive. As US federal government employees writing an article as part of our official duties, copyright of all publications is retained by the US government. The views expressed here by Samuel M. Scheiner and Joshua P. Rosenthal are those of the authors and do not represent official views or policies of the National Science Foundation, the National Institutes of Health, or the United States Government.     

A data mining approach for analyzing density maps representing macromolecular structures

Results of electron microscopy-based three-dimensional reconstructions of macromolecules or their complexes are usually stored as density maps. Each point ("voxel") in the map represents a density value and one approach for studying details of the map is to display an isosurface enclosing areas of interest. We have taken a data mining approach not only focusing on the areas of immediate interest but determining all possible separate entities ("blobs") from a density map. After the entire density map is analyzed with our mining program BLOBBER, properties of all detected blobs can be browsed and sets of blobs can be visualized using our VIZBLOB program. Since BLOBBER analyzes density maps using only density information and relates it to spatial relationships, BLOBBER can be used to analyze symmetrical or asymmetrical density maps from any source. To test our program we have analyzed published bacteriophage PRD1 reconstructions. We identified various structural details ranging from individual proteins to major complexes such as the whole capsid shell and more elaborate details of possible connections between membrane interfaces. This approach can also be a useful preprocessing tool for visualizing reconstructions.     

Eadfrith: A molecular rendering program for Silicon Graphics workstations

Eadfrith was written to provide the rapid display of molecules, so that they can be interactively rotated, translated, and scaled, and then rendered in a manner suitable for photography or other high-quality output methods. The program provides support for the display of transparency, electrostatic effects, and the normal vibrational modes of molecules. The compiled version for Silicon Graphics machines is freely available over the World-Wide Web. Eadfrith reads the structures from files in MacroModel format. The aim of the program is to provide a way to display molecular structures quickly and to produce high-quality pictures. Consequently, image-saving routines are not included, and standard utilities must be used in conjunction with Eadfrith to save the images to disk.     

A computer program for the graphical and iterative fitting of probability density functions to biological data.

A tutorially-assisted, interactive program, written for a Digital Equipment Corporation LAB-11 minicomputer (PDP-11/20, is described which allows a user to fit (with or without automatic estimation of initial parameter values), by a method of nonlinear least squres, any one of seven different types of probability density functions (p.d.f.'s) to an empirical frequency distribution; the latter of which may be input to the program or formed by the program whenever it is furnished a series of times between events. The iteratively-obtained, "best fit" p.d.f. is displayed on a two color, point-plot display against the background of a point-plot histogram. By selecting any one of nine output modes, the user is allowed: (1) to view histograms successively on the point-plot display, (2) to generate selected p.d.f.'s (3) to "force" p.d.f.'s having known parameters through the histogram data, (4) to obtain Chi-square (x2) and Kolmogorov-Smionov estimates of the goodness of fit to the data, and (5) to apply a special test [Williams and Kloot, 1953] in order to determine whether the least squares estimates of two candidate models are statistically different. The resident driver program and the four overlayable program segments are written in standard FORTRAN IV; except for two plot routines, which are written in PDP-11 assembly language.     

SQUID: a program for the analysis and display of data from crystallography and molecular dynamics

SQUID is a flexible computer program that allows the analysis and display of molecular coordinates from crystallography, NMR, and molecular dynamics. The program can also display two-dimensional and three-dimensional data using many graph types, as well as perform array processing of data with numerous intrinsic functions. Graphics are based on the use of “move” and “draw” instructions, allowing easy development of new device drivers, including vector plotters.     

MD display: An interactive graphics program for visualization of molecular dynamics trajectories

MD Display was developed as a means of visualizing molecular dynamic trajectories generated by Amber.¹ The program runs on Silicon Graphics workstations, and features a simple user interface, and convenient display and analysis options. The program has now been extended to accept input from several other molecular dynamics programs.     

Methods for displaying macromolecular structural uncertainty: Application to the globins

Most molecular graphics programs ignore any uncertainty in the atomic coordinates being displayed. Structures are displayed in terms of perfect points, spheres, and lines with no uncertainty. However, all experimental methods for defining structures, and many methods for predicting and comparing structures, associate uncertainties with each atomic coordinate. We have developed graphical representations that highlight these uncertainties. These representations are encapsulated in a new interactive display program, PROTEAND. PROTEAND represents structural uncertainty in three ways: (1) The traditional way: The program shows a collection of structures as superposed and overlapped stick-figure models. (2) Ellipsoids: At each atom position, the program shows an ellipsoid derived from a three-dimensional Gaussian model of uncertainty. This probabilistic model provides additional information about the relationship between atoms that can be displayed as a correlation matrix. (3) Rigid-body volumes: Using clouds of dots, the program can show the range of rigid-body motion of selected substructures, such as individual α helices. We illustrate the utility of these display modalities by the applying PROTEAND to the globin family of proteins, and show that certain types of structural variation are best illustrated with different methods of display.     

A simple method to display molecular orbitals with computer graphics

A computer program named LOBE was developed to draw molecular orbitals as lobes on a graphic display. With this program, any molecular orbital of large molecules can be displayed quickly. This program is suitable not only for general-purpose computers but also for microcomputers. A sample application is used to illustrate the program.