Biomedical subjects

Ron Ophir

Publications and source records attributed to Ron Ophir.

9 recordsLinked to original sources

PubMed2005

Applying instructional design theories to bioinformatics education in microarray analysis and primer design workshops.

The need to support bioinformatics training has been widely recognized by scientists, industry, and government institutions. However, the discussion of instructional methods for teaching bioinformatics is only beginning. Here we report on a systematic attempt to design two bioinformatics workshops for graduate biology students on the basis of Gagne's Conditions of Learning instructional design theory. This theory, although first published in the early 1970s, is still fundamental in instructional design and instructional technology. First, top-level as well as prerequisite learning objectives for a microarray analysis workshop and a primer design workshop were defined. Then a hierarchy of objectives for each workshop was created. Hands-on tutorials were designed to meet these objectives. Finally, events of learning proposed by Gagne's theory were incorporated into the hands-on tutorials. The resultant manuals were tested on a small number of trainees, revised, and applied in 1-day bioinformatics workshops. Based on this experience and on observations made during the workshops, we conclude that Gagne's Conditions of Learning instructional design theory provides a useful framework for developing bioinformatics training, but may not be optimal as a method for teaching it.

Computational Biology↗

PubMed2004

Prediction of high risk Ewing's sarcoma by gene expression profiling.

Ewing's sarcoma (ES) is the second most common primary malignant bone tumor in children and adolescents. Currently accepted clinical prognostic factors fail to classify ES patients' risk to relapse at diagnosis. We aimed to find a new strategy to distinguish between poor and good prognosis ES patients already at diagnosis. We analysed the gene expression profiles of 14 primary tumor specimens and six metastases from ES patients, using oligonucleotide microarray analysis. The over-expression of two genes was validated by quantitative PCR using the LightCycler system. We identified two distinct gene expression signatures distinguishing high-risk ES patients that are likely to progress from low-risk ES patients with a favorable prognosis of long-term progression-free survival. The microarray-based classification was superior to currently used prognostic parameters. Over-expressed genes in the poor prognosis patients included genes regulating the cell cycle and genes associated with invasion and metastasis, while among the downregulated genes were tumor suppressor genes and inducers of apoptosis. Our results indicate the existence of a specific gene expression signature of outcome in ES already at diagnosis, and provide a strategy to select patients who would benefit from risk-adapted improved therapy.

Adolescent↗

PubMed2004

Genome-wide midrange transcription profiles reveal expression level relationships in human tissue specification.

MOTIVATION: Genes are often characterized dichotomously as either housekeeping or single-tissue specific. We conjectured that crucial functional information resides in genes with midrange profiles of expression. RESULTS: To obtain such novel information genome-wide, we have determined the mRNA expression levels for one of the largest hitherto analyzed set of 62 839 probesets in 12 representative normal human tissues. Indeed, when using a newly defined graded tissue specificity index tau, valued between 0 for housekeeping genes and 1 for tissue-specific genes, genes with midrange profiles having 0.15< tau<0.85 were found to constitute >50% of all expression patterns. We developed a binary classification, indicating for every gene the I(B) tissues in which it is overly expressed, and the 12-I(B) tissues in which it shows low expression. The 85 dominant midrange patterns with I(B)=2-11 were found to be bimodally distributed, and to contribute most significantly to the definition of tissue specification dendrograms. Our analyses provide a novel route to infer expression profiles for presumed ancestral nodes in the tissue dendrogram. Such definition has uncovered an unsuspected correlation, whereby de novo enhancement and diminution of gene expression go hand in hand. These findings highlight the importance of gene suppression events, with implications to the course of tissue specification in ontogeny and phylogeny. AVAILABILITY: All data and analyses are publically available at the GeneNote website, http://genecards.weizmann.ac.il/genenote/ and, GEO accession GSE803. CONTACT: doron.lancet@weizmann.ac.il SUPPLEMENTARY INFORMATION: Four tables available at the above site.

Algorithms↗

PubMed2004

Plant respiratory burst oxidase homologs impinge on wound responsiveness and development in Lycopersicon esculentum.

Plant respiratory burst oxidase homologs (Rboh) are homologs of the human neutrophil pathogen-related gp91(phox). Antisense technology was employed to ascertain the biological function of Lycopersicon esculentum (tomato) Rboh. Lines with diminished Rboh activity showed a reduced level of reactive oxygen species (ROS) in the leaf, implying a role for Rboh in establishing the cellular redox milieu. Surprisingly, the antisense plants acquired a highly branched phenotype, switched from indeterminate to determinate growth habit, and had fasciated reproductive organs. Wound-induced systemic expression of proteinase inhibitor II was compromised in the antisense lines, indicating that ROS intermediates supplied by Rboh are required for this wound response. Extending these observations by transcriptome analysis revealed ectopic leaf expression of homeotic MADS box genes that are normally expressed only in reproductive organs. In addition, both Rboh-dependent and -independent wound-induced gene induction was detected as well as transcript changes related to redox maintenance. The results provide novel insights into how the steady state cellular level of ROS is controlled and portrays the role of Rboh as a signal transducer of stress and developmental responses.

Base Sequence↗

PubMed2004

GeneAnnot: comprehensive two-way linking between oligonucleotide array probesets and GeneCards genes.

MOTIVATION: High density oligonucleotide arrays are usually annotated in a one-to-one fashion, with each probeset assigned to one gene. However, in reality, subsets of oligonucleotides in a probeset may match sequences within more than one gene, potentially leading to misinterpretations. Moreover, a gene is often represented by more than one probeset, and analyzing probe matches at the mRNA level can help one deduce whether these probesets are derived from the same or different splice variants. RESULTS: The GeneAnnot system comprehensively documents the many-to-many relationship between oligonucleotide array probesets and annotated genes in GeneCards. It performs pairwise alignments between the probe sequences and gene transcripts, and assigns sensitivity and specificity scores to each probeset/gene pair. AVAILABILITY: http://genecards.weizmann.ac.il/geneannot/ SUPPLEMENTARY INFORMATION: Program description and statistics http://genecards.weizmann.ac.il/geneannot/DOC/index.html

Algorithms↗

PubMed2004

Incongruent expression profiles between human and mouse orthologous genes suggest widespread neutral evolution of transcription control.

Rapid rates of evolution can signify either a lack of selective constraint and the consequent accumulation of neutral alleles, or positive Darwinian selection driving the fixation of advantageous alleles. Based on a comparison of 1,350 orthologous gene pairs from human and mouse, we show that the evolution of gene expression profiles is so rapid that it is comparable to that of paralogous gene pairs or randomly paired genes. The expression divergence in the entire set of orthologous pairs neither strongly correlates with sequence divergence, nor focuses in any particular tissue. Moreover, comparing tissue expressions across the orthologous gene pairs, we observe that any human tissue is more similar to any other human tissue examined than to its corresponding mouse tissue. Collectively, these results indicate that, while some differences in expression profiles may be due to adaptive evolution, the levels of divergence are mostly compatible with a neutral mode of evolution, in which a mutation for ectopic expression may rise to fixation by random drift without significantly affecting the fitness. A disturbing corollary of these findings is that knowledge of where the gene is expressed may not carry information about its function.

Animals↗

PubMed2004

Intron retention is a major phenomenon in alternative splicing in Arabidopsis.

Alternative splicing (AS) combines different transcript splice junctions that result in transcripts with shuffled exons, alternative 5' or 3' splicing sites, retained introns and different transcript termini. In this way, multiple mRNA species and proteins can be created from a single gene expanding the potential informational content of eukaryotic genomes. Search algorithms of AS forms in a variety of Arabidopsis databases showed they contained an unusually high fraction of retained introns (above 30%), compared with 10% that was reported for humans. The preponderance of retained introns (65%) were either part of open reading frames, present in the UTR region or present as the last intron in the transcript, indicating that their occurrence would not participate in non-sense-mediated decay. Interestingly, the functional distribution of the transcripts with retained introns is skewed towards stress and external/internal stimuli-related functions. A sampling of the alternative transcripts with retained introns were confirmed by RT-PCR and were shown to co-purify with polyribosomes, indicating their nuclear export. Thus, retained introns are a prominent feature of AS in Arabidopsis and as such may play a regulatory function.

Alternative Splicing↗

PubMed2003

GeneAnnot: interfacing GeneCards with high-throughput gene expression compendia.

The interpretation of microarray expression results often includes extensive efforts to identify and annotate the gene representatives immobilised on the arrays. In this paper we describe the usage of our automatic GeneAnnot system, which links between Affymetrix arrays and the rich human gene annotations available in GeneCards. We explain GeneCards search options and results display; elaborate on the presentation of expression information in GeneCards, including both our whole-genome GeneNote project and external expression resources; describe the various parameters and displays used by GeneAnnot to assess the annotation quality and probeset specificity; and show how to search GeneAnnot and GeneNote websites directly.

Data Interpretation, Statistical↗

PubMedDate not supplied

GeneNote: whole genome expression profiles in normal human tissues.

A novel data set, GeneNote (Gene Normal Tissue Expression), was produced to portray complete gene expression profiles in healthy human tissues using the Affymetrix GeneChip HG-U95 set, which includes 62 839 probe-sets. The hybridization intensities of two replicates were processed and analyzed to yield the complete transcriptome for twelve human tissues. Abundant novel information on tissue specificity provides a baseline for past and future expression studies related to diseases. The data is posted in GeneNote (http://genecards.weizmann.ac.il/genenote/), a widely used compendium of human genes (http://bioinfo.weizmann.ac.il/genecards).

Gene Expression↗