BackgroundMicroarray experiments generate vast amounts of data. The functional context of differentially expressed genes can be assessed by querying the Gene Ontology (GO) database via GoMiner. Directed acyclic graph representations, which are used to depict GO categories enriched with differentially expressed genes, are difficult to interpret and, depending on the particular analysis, may not be well suited for formulating new hypotheses. Additional graphical methods are therefore needed to augment the GO graphical representation.ResultsWe present an alternative visualization approach, area-proportional Euler diagrams, showing set relationships with semi-quantitative size information in a single diagram to support biological hypothesis formulation. The cardinalities of sets and intersection sets are represented by area-proportional Euler diagrams and their corresponding graphical (circular or polygonal) intersection areas. Optimally proportional representations are obtained using swarm and evolutionary optimization algorithms.ConclusionVennMaster's area-proportional Euler diagrams effectively structure and visualize the results of a GO analysis by indicating to what extent flagged genes are shared by different categories. In addition to reducing the complexity of the output, the visualizations facilitate generation of novel hypotheses from the analysis of seemingly unrelated categories that share differentially expressed genes.
Objective: To evaluate the behavior of oxygen saturation curves throughout the six-minute
walk test (6MWT) in patients with COPD. Methods: We included 85 patients, all of whom underwent spirometry and were classified as
having moderate COPD (modCOPD, n = 30) or severe COPD (sevCOPD, n = 55). All of
the patients performed a 6MWT, in a 27-m corridor with continuous SpO2
and HR monitoring by telemetry. We studied the SpO2 curves in order to
determine the time to a 4% decrease in SpO2, the time to the minimum
SpO2 (Tmin), and the post-6MWT time to return to the initial
SpO2, the last designated recovery time (RT). For each of those
curves, we calculated the slope. Results: The mean age in the modCOPD and sevCOPD groups was 66 ± 10 years and 62 ± 11
years, respectively. At baseline, SpO2 was > 94% in all of the
patients; none received supplemental oxygen during the 6MWT; and none of the tests
were interrupted. The six-minute walk distance did not differ significantly
between the groups. The SpO2 values were lowest in the sevCOPD group.
There was no difference between the groups regarding RT. In 71% and 63% of the
sevCOPD and modCOPD group patients, respectively, a ≥ 4% decrease in
SpO2 occurred within the first minute. We found that
FEV1% correlated significantly with the ΔSpO2 (r = −0.398; p
< 0.001), Tmin (r = −0.449; p < 0.001), and minimum SpO2 (r =
0.356; p < 0.005). Conclusions: In the sevCOPD group, in comparison with the modCOPD group, SpO2 was
lower and the Tmin was greater, suggesting a worse prognosis in the former.
IdeogramBrowser and its source code are freely available under a creative commons license and can be obtained from http://www.informatik.uni-ulm.de/ni/staff/HKestler/ideo/. IdeogramBrowser is a platform independent Java application.
Although biofeedback has been used as a first-line therapy for fecal incontinence, it is known to be time consuming and demands attendance to a hospital during the whole period of treatment. In this study, we describe a new biofeedback device specifically developed for home treatment of fecal incontinence, which consists of a microprocessor controlled unit able to register and store the anal pressure waves corresponding to exercises performed by patients at home. In order to test the new device, a pilot study including ten patients with fecal incontinence was conducted. Evaluation of patients before and after the biofeedback training showed significant improvement in manometric and clinical parameters of anal continence. The new method may improve compliance of patients with the training program and reduce their need to be supervised during the treatment. It might represent a new alternative for the treatment of fecal incontinence.
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