Extraction of Clinical Phenotypic Information from Online Heterogeneous Healthcare Networks

Author(s):  
Christopher C. Yang ◽  
Mengnan Zhao
2014 ◽  
Vol 64 (Pt_2) ◽  
pp. 357-365 ◽  
Author(s):  
Gilda Rose S. Amaral ◽  
Graciela M. Dias ◽  
Michiyo Wellington-Oguri ◽  
Luciane Chimetto ◽  
Mariana E. Campeão ◽  
...  

Vibrios are ubiquitous in the aquatic environment and can be found in association with animal or plant hosts. The range of ecological relationships includes pathogenic and mutualistic associations. To gain a better understanding of the ecology of these microbes, it is important to determine their phenotypic features. However, the traditional phenotypic characterization of vibrios has been expensive, time-consuming and restricted in scope to a limited number of features. In addition, most of the commercial systems applied for phenotypic characterization cannot characterize the broad spectrum of environmental strains. A reliable and possible alternative is to obtain phenotypic information directly from whole genome sequences. The aim of the present study was to evaluate the usefulness of whole genome sequences as a source of phenotypic information. We performed a comparison of the vibrio phenotypes obtained from the literature with the phenotypes obtained from whole genome sequences. We observed a significant correlation between the previously published phenotypic data and the phenotypic data retrieved from whole genome sequences of vibrios. Analysis of 26 vibrio genomes revealed that all genes coding for the specific proteins involved in the metabolic pathways responsible for positive phenotypes of the 14 diagnostic features (Voges–Proskauer reaction, indole production, arginine dihydrolase, ornithine decarboxylase, utilization of myo-inositol, sucrose and l-leucine, and fermentation of d-mannitol, d-sorbitol, l-arabinose, trehalose, cellobiose, d-mannose and d-galactose) were found in the majority of the vibrios genomes. Vibrio species that were negative for a given phenotype revealed the absence of all or several genes involved in the respective biochemical pathways, indicating the utility of this approach to characterize the phenotypes of vibrios. The absence of the global regulation and regulatory proteins in the Vibrio parahaemolyticus genome indicated a non-vibrio phenotype. Whole genome sequences represent an important source for the phenotypic identification of vibrios.


2014 ◽  
Vol 21 (1) ◽  
pp. 13-17
Author(s):  
Tulika Talukdar ◽  
Sobhan Kumar Mukherjee

The genus Senecio L. is one of the largest genera of flowering plants and is an important member of the tribe Senecioneae (Asteraceae). Phenotypic information, including a broad range of morphological characters is very crucial for phylogenetic reconsideration of any family, tribe or genus. In the family Asteraceae, very little attention has been paid to cypselar diversity, though it is regarded as taxonomically valuable. A sincere attempt has been made to study detailed cypselas macro and micro-morphological features of four species of Senecio L. These diacritical features could be used to strengthen current inter-specific concept of Senecio L.DOI: http://dx.doi.org/10.3329/bjpt.v21i1.19251Bangladesh J. Plant Taxon. 21(1): 13-17, 2014 (June)


2020 ◽  
Vol 23 (1) ◽  
pp. 215-221 ◽  
Author(s):  
Lina Basel-Salmon ◽  
Noa Ruhrman-Shahar ◽  
Naama Orenstein ◽  
Yael Goldberg ◽  
Claudia Gonzaga-Jauregui ◽  
...  

2009 ◽  
Vol 8 (5) ◽  
pp. 800-804 ◽  
Author(s):  
Luis F. Larrondo ◽  
Hildur V. Colot ◽  
Christopher L. Baker ◽  
Jennifer J. Loros ◽  
Jay C. Dunlap

ABSTRACT Strategies for promoting high-efficiency homologous gene replacement have been developed and adopted for many filamentous fungal species. The next generation of analysis requires the ability to manipulate gene expression and to tag genes expressed from their endogenous loci. Here we present a suite of molecular tools that provide versatile solutions for fungal high-throughput functional genomics studies based on locus-specific modification of any target gene. Additionally, case studies illustrate caveats to presumed overexpression constructs. A tunable expression system and different tagging strategies can provide valuable phenotypic information for uncharacterized genes and facilitate the analysis of essential loci, an emerging problem in systematic deletion studies of haploid organisms.


2014 ◽  
Vol 19 (5) ◽  
pp. 640-650 ◽  
Author(s):  
Shantanu Singh ◽  
Anne E. Carpenter ◽  
Auguste Genovesio

Target-based high-throughput screening (HTS) has recently been critiqued for its relatively poor yield compared to phenotypic screening approaches. One type of phenotypic screening, image-based high-content screening (HCS), has been seen as particularly promising. In this article, we assess whether HCS is as high content as it can be. We analyze HCS publications and find that although the number of HCS experiments published each year continues to grow steadily, the information content lags behind. We find that a majority of high-content screens published so far (60−80%) made use of only one or two image-based features measured from each sample and disregarded the distribution of those features among each cell population. We discuss several potential explanations, focusing on the hypothesis that data analysis traditions are to blame. This includes practical problems related to managing large and multidimensional HCS data sets as well as the adoption of assay quality statistics from HTS to HCS. Both may have led to the simplification or systematic rejection of assays carrying complex and valuable phenotypic information. We predict that advanced data analysis methods that enable full multiparametric data to be harvested for entire cell populations will enable HCS to finally reach its potential.


PLoS ONE ◽  
2010 ◽  
Vol 5 (12) ◽  
pp. e15172 ◽  
Author(s):  
Michael G. Campana ◽  
C. Mark Whitten ◽  
Ceiridwen J. Edwards ◽  
Frauke Stock ◽  
Angela M. Murphy ◽  
...  

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