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Multilocus sequence typing of bacteria.

Multilocus sequence typing (MLST) was proposed in 1998 as a portable, universal, and definitive method for characterizing bacteria, using the human pathogen Neisseria meningitidis as an example. In addition to providing a standardized approach to data collection, by examining the nucleotide sequences of multiple loci encoding housekeeping genes, or fragments of them, MLST data are made freely available over the Internet to ensure that a uniform nomenclature is readily available to all those interested in categorizing bacteria. At the time of writing, over thirty MLST schemes have been published and made available on the Internet, mostly for pathogenic bacteria, although there are schemes for pathogenic fungi and some nonpathogenic bacteria. MLST data have been employed in epidemiological investigations of various scales and in studies of the population biology, pathogenicity, and evolution of bacteria. The increasing speed and reduced cost of nucleotide sequence determination, together with improved web-based databases and analysis tools, present the prospect of increasingly wide application of MLST.

Bacterial Typing Techniques↗

FunnyBase: a systems level functional annotation of Fundulus ESTs for the analysis of gene expression.

BACKGROUND: While studies of non-model organisms are critical for many research areas, such as evolution, development, and environmental biology, they present particular challenges for both experimental and computational genomic level research. Resources such as mass-produced microarrays and the computational tools linking these data to functional annotation at the system and pathway level are rarely available for non-model species. This type of "systems-level" analysis is critical to the understanding of patterns of gene expression that underlie biological processes. RESULTS: We describe a bioinformatics pipeline known as FunnyBase that has been used to store, annotate, and analyze 40,363 expressed sequence tags (ESTs) from the heart and liver of the fish, Fundulus heteroclitus. Primary annotations based on sequence similarity are linked to networks of systematic annotation in Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) and can be queried and computationally utilized in downstream analyses. Steps are taken to ensure that the annotation is self-consistent and that the structure of GO is used to identify higher level functions that may not be annotated directly. An integrated framework for cDNA library production, sequencing, quality control, expression data generation, and systems-level analysis is presented and utilized. In a case study, a set of genes, that had statistically significant regression between gene expression levels and environmental temperature along the Atlantic Coast, shows a statistically significant (P < 0.001) enrichment in genes associated with amine metabolism. CONCLUSION: The methods described have application for functional genomics studies, particularly among non-model organisms. The web interface for FunnyBase can be accessed at http://genomics.rsmas.miami.edu/funnybase/super_craw4/. Data and source code are available by request at jpaschall@bioinfobase.umkc.edu.

Animals↗

Influence of social factors on lead exposure and child development.

A brief overview of current views of child development is provided, with particular attention given to the role the child's physical and social environment plays in influencing the developmental process. Examples from the recent literature are used to illustrate how these factors can influence lead exposure and most importantly how they might interact with lead to ameliorate or exacerbate possible lead effects. An example is provided which demonstrates that failure to control adequately and to adjust the data statistically to correct for the influence of these factors can lead one erroneously to attribute cognitive and behavioral changes to lead. Finally, data from the Cincinnati Prospective Lead Study are presented to illustrate the application of structural equation modeling as a means for unraveling the complex web of sociodemographic, environmental and behavioral influences on childhood lead exposure. The latter analysis indicates that for children less than 24 months of age, lead-containing dust in the home and on the children's hands are important determinates of their blood lead levels. This relationship is influenced by the amount of maternal involvement with their child and other indices of interaction between the child and primary caregiver.

Child↗

The Rice Virtual Lab in Statistics.

The Rice Virtual Laboratory in Statistics is an integrated combination of an electronic textbook, simulations/demonstrations, and case studies. The electronic textbook covers basic concepts in statistics and data analysis and contains links to data analysis tools, instructional demonstrations/simulations, and other on-line texts. The simulations and demonstrations help make abstract concepts concrete and allow students to investigate various aspects of statistical tests and distributions. Case studies demonstrate the real-world applicability of statistical methods. Materials are available on the World-Wide Web.

Computer-Assisted Instruction↗

NCCN Internet-based data system for the conduct of outcomes research.

The National Comprehensive Cancer Network (NCCN), an alliance of 17 of the world's leading cancer centers, is currently conducting its first shared outcomes project in breast cancer. City of Hope National Medical Center serves as the data coordinating center for the project. A database system has been designed and deployed which allows project staff located all over the United States to submit data to the central repository at City of Hope via the Internet. The database application consists of a series of webenabled front-end screens linked to a Microsoft SQL Server database. The NCCN system incorporates high levels of data security, confidentiality, and integrity via data encryption, password and ID protection, submission of anonymous data, and quality-control processing on several levels. The application also provides the flexibility of entering the data via the web-based screens, or transferring electronic files of data from existing database systems. Recently released SAS statistical software tools have been integrated into the system to allow for a seamless interface for analysis and web-enabled output of reports. The goals and strategies in designing the NCCN system are described and sample screens are shown. Our experience to date indicates that this system is highly effective in providing the ability to perform nationwide retrieval and analysis of outcomes data.

Breast Neoplasms↗

Pseudomonas toe web infections.

We present the case of a patient with a presumed tinea pedis infection who was referred to us after being treated with oral griseofulvin for two weeks with no improvement. We used a simple Wood's light examination and culture to establish the diagnosis of Pseudomonas toe web infection and achieved rapid resolution with oral ciprofloxacin treatment and local application of Castellani's paint.

Adult↗

Beyond the Web: building information systems with clinical context.

Much of the current research on clinical information systems concentrates on World Wide Web (W3) development. Although the W3 is well suited to many information applications such as nonsensitive data exchange, it has drawbacks that may make it inappropriate for certain clinical environments. We present a solution that addresses many of the W3's limitations by focusing on clinical requirements first and then applying the appropriate technology. We also make a case for clinical information systems researchers to become more involved in the development of Internet standards.

Computer Communication Networks↗

GrainGenes 2.0. an improved resource for the small-grains community.

GrainGenes (http://wheat.pw.usda.gov) is an international database for genetic and genomic information about Triticeae species (wheat [Triticum aestivum], barley [Hordeum vulgare], rye [Secale cereale], and their wild relatives) and oat (Avena sativa) and its wild relatives. A major strength of the GrainGenes project is the interaction of the curators with database users in the research community, placing GrainGenes as both a data repository and information hub. The primary intensively curated data classes are genetic and physical maps, probes used for mapping, classical genes, quantitative trait loci, and contact information for Triticeae and oat scientists. Curation of these classes involves important contributions from the GrainGenes community, both as primary data sources and reviewers of published data. Other partially automated data classes include literature references, sequences, and links to other databases. Beyond the GrainGenes database per se, the Web site incorporates other more specific databases, informational topics, and downloadable files. For example, unique BLAST datasets of sequences applicable to Triticeae research include mapped wheat expressed sequence tags, expressed sequence tag-derived simple sequence repeats, and repetitive sequences. In 2004, the GrainGenes project migrated from the AceDB database and separate Web site to an integrated relational database and Internet resource, a major step forward in database delivery. The process of this migration and its impacts on database curation and maintenance are described, and a perspective on how a genomic database can expedite research and crop improvement is provided.

Breeding↗

Enhanced interfaces for web-based enterprise-wide image distribution.

Modern Web browsers support image distribution with two shortcomings: (1) image grayscale presentation at client workstations is often sub-optimal and generally inconsistent with the presentation state on diagnostic workstations and (2) an Electronic Patient Record (EPR) application usually cannot directly access images with an integrated viewer. We have modified our EPR and our Web-based image-distribution system to allow access to images from within the EPR. In addition, at the client workstation, a grayscale transformation is performed that consists of two components: a client-display-specific component based on the characteristic display function of the class of display system, and a modality-specific transformation that is downloaded with every image. The described techniques have been implemented in our institution and currently support enterprise-wide clinical image distribution. The effectiveness of the techniques is reviewed.

Computer Systems↗

Web-based resources for clinical protocol management.

The data monitoring regulatory procedures, and administrative tasks associated with protocol management have become increasingly complex. Relational database technology and Internet-based connectivity offer resources to improve the quality and efficiency of protocol operations. At Fox Chase Cancer Center, we have developed a suite of database applications for protocol management and tracking of patient accrual. All data transactions and reporting occur through a graphical web browser interface using standard Internet technology. Security and confidentiality have been addressed through encryption, user authentication, address restriction, and database authority. Database management has been tightly integrated with protocol operations to avoid duplication of resources and effort. Data query functions also extend to other institutional resources, such as tumor registry and the hospital clinical laboratory, to further reduce the need for redundant data storage. Newer components, such as chemotherapy orders and toxicity reporting, have been incorporated in a modular fashion. Although custom software development can be expensive and time-consuming, it offers the best opportunity for successful integration with existing resources, staff, and procedures, as well as collaboration with other institutions.

Clinical Protocols↗

Wireless access to a pharmaceutical database: a demonstrator for data driven Wireless Application Protocol (WAP) applications in medical information processing.

BACKGROUND: The Wireless Application Protocol technology implemented in newer mobile phones has built-in facilities for handling much of the information processing needed in clinical work. OBJECTIVES: To test a practical approach we ported a relational database of the Danish pharmaceutical catalogue to Wireless Application Protocol using open source freeware at all steps. METHODS: We used Apache 1.3 web software on a Linux server. Data containing the Danish pharmaceutical catalogue were imported from an ASCII file into a MySQL 3.22.32 database using a Practical Extraction and Report Language script for easy update of the database. Data were distributed in 35 interrelated tables. Each pharmaceutical brand name was given its own card with links to general information about the drug, active substances, contraindications etc. Access was available through 1) browsing therapeutic groups and 2) searching for a brand name. The database interface was programmed in the server-side scripting language PHP3. RESULTS: A free, open source Wireless Application Protocol gateway to a pharmaceutical catalogue was established to allow dial-in access independent of commercial Wireless Application Protocol service providers. The application was tested on the Nokia 7110 and Ericsson R320s cellular phones. CONCLUSIONS: We have demonstrated that Wireless Application Protocol-based access to a dynamic clinical database can be established using open source freeware. The project opens perspectives for a further integration of Wireless Application Protocol phone functions in clinical information processing: Global System for Mobile communication telephony for bilateral communication, asynchronous unilateral communication via e-mail and Short Message Service, built-in calculator, calendar, personal organizer, phone number catalogue and Dictaphone function via answering machine technology. An independent Wireless Application Protocol gateway may be placed within hospital firewalls, which may be an advantage with respect to security. However, if Wireless Application Protocol phones are to become effective tools for physicians, special attention must be paid to the limitations of the devices. Input tools of Wireless Application Protocol phones should be improved, for instance by increased use of speech control.

Clinical Pharmacy Information Systems↗

From legacy systems via client/server to web browser technology in hospital informatics in Finland.

The majority of hospital information system installations in Finland are based on a legacy technology from the U.S. Department of Veterans Affairs (VA). This paper presents an architecture and a tool set which provide a migration path from terminal-based to client/server technology, conserving much of the investments in existing applications. It is argued, though, that a new technological revolution is required in the form of extending the web browser/server technology to operational information systems in hospitals. A blueprint is presented for a further migration path from client/server to browser/server technology. The browser technology is regarded as a major challenge to hospital information systems in the next few years.

Computer Systems↗

Economic applications of an electronic clinical database for nurse practitioner students.

PURPOSE: To describe the development of a Web-based clinical database that incorporates the standardized nursing languages (SNLs) used by nurse practitioner students, describe outcomes relative to the SNLs, and discuss economic aspects of outcome data. METHODS: A mix of retrospective and prospective data of all outcomes for several cohorts (95 students, 17,193 records) comprised the data set. FINDINGS: There is wide variation in use of SNLs as well as terminologies from other disciplines. The economic impact of patient encounters could be substantial. CONCLUSIONS: A Web-based clinical log provides an opportunity for NP students to collect and analyze data on clinical encounters. Considerable resources must be invested in order to expand the use and sophistication of eClinicaLog.

Consumer Behavior↗

GenomeBlast: a web tool for small genome comparison.

BACKGROUND: Comparative genomics has become an essential approach for identifying homologous gene candidates and their functions, and for studying genome evolution. There are many tools available for genome comparisons. Unfortunately, most of them are not applicable for the identification of unique genes and the inference of phylogenetic relationships in a given set of genomes. RESULTS: GenomeBlast is a Web tool developed for comparative analysis of multiple small genomes. A new parameter called "coverage" was introduced and used along with sequence identity to evaluate global similarity between genes. With GenomeBlast, the following results can be obtained: (1) unique genes in each genome; (2) homologous gene candidates among compared genomes; (3) 2D plots of homologous gene candidates along the all pairwise genome comparisons; and (4) a table of gene presence/absence information and a genome phylogeny. We demonstrated the functions in GenomeBlast with an example of multiple herpesviral genome analysis and illustrated how GenomeBlast is useful for small genome comparison. CONCLUSION: We developed a Web tool for comparative analysis of small genomes, which allows the user not only to identify unique genes and homologous gene candidates among multiple genomes, but also to view their graphical distributions on genomes, and to reconstruct genome phylogeny. GenomeBlast runs on a Linux server with 4 CPUs and 4 GB memory. The online version of GenomeBlast is available to public by using a Web browser with the URL http://bioinfo-srv1.awh.unomaha.edu/genomeblast/.

Algorithms↗

Recent Advances in Multi-Omics of Systemic Lupus Erythematosus.

This comprehensive narrative review examines recent advances in multi-omics research for Systemic Lupus Erythematosus (SLE), emphasizing integrated approaches over single-omics studies. The review critically evaluates technological advancements, methodological innovations, and clinical applications while identifying current limitations and future research directions. We conducted a comprehensive narrative review following SANRA guidelines, searching PubMed, Web of Science, Scopus, and Embase, covering publications from January 2018 to June 2025. The review focuses on studies integrating two or more omics layers in SLE research, with emphasis on computational methods, biomarker validation, and clinical applications. Multi-omics integration has revealed critical insights into SLE pathogenesis, including immune cell heterogeneity, gene-environment interactions, and metabolic dysregulation. However, significant challenges remain in data integration methodologies, small sample sizes, and biomarker reproducibility. Current computational approaches include early integration (concatenation), intermediate integration (joint dimensionality reduction), and late integration (ensemble methods). While multi-omics approaches offer unprecedented insights into SLE complexity, standardized integration protocols and robust validation frameworks are urgently needed. Small sample sizes and heterogeneity issues limit reproducibility, particularly affecting biomarker discovery and clinical translation. Multi-omics integration represents a paradigm shift toward precision medicine in SLE, but realizing this potential requires addressing current methodological limitations, standardizing validation processes, and developing robust computational frameworks for reliable clinical applications.

Humans↗

An all atom energy based computational protocol for predicting binding affinities of protein-ligand complexes.

We report here a computationally fast protocol for predicting binding affinities of non-metallo protein-ligand complexes. The protocol builds in an all atom energy based empirical scoring function comprising electrostatics, van der Waals, hydrophobicity and loss of conformational entropy of protein side chains upon ligand binding. The method is designed to ensure transferability across diverse systems and has been validated on a heterogenous dataset of 161 complexes consisting of 55 unique protein targets. The scoring function trained on a dataset of 61 complexes yielded a correlation of r=0.92 for the predicted binding free energies against the experimental binding affinities. Model validation and parameter analysis studies ensure the predictive ability of the scoring function. When tested on the remaining 100 protein-ligand complexes a correlation of r=0.92 was recovered. The high correlation obtained underscores the potential applicability of the methodology in drug design endeavors. The scoring function has been web enabled at as binding affinity prediction of protein-ligand (BAPPL) server.

Drug Design↗

Congruent strategies for carbohydrate sequencing. 2. FragLib: an MSn spectral library.

A bottom-up approach to achieve full oligosaccharide and glycan characterization has been described that is based on an MSn fragment spectral library and associated tools. The library, identified as FragLib, was initiated with known standards and commercially available oligomers prepared as methylated derivatives. As a component of this effort a set of software tools has been written for storing, organizing, and comparing spectral files, including the identification of isobaric mixtures. These tools provide a facile and objective evaluation of structural details including interresidue linkage, monomer identification, anomeric configuration, and branching. The tools are components of a web-based data sharing interface for sample tracking, spectral searching, and structural confirmation. Applications have been detailed with unknown samples and previously characterized glycoconjugates.

Carbohydrate Sequence↗