This excel file contains a list of all pathways found to be differentially expressed at day 7 post infection in the trypanosomiasis resistance phenotype, which contain genes in the Tir1 QTL. The pathways in this file have been ranked according to the scores obtained after calculating a cosine vector value against the trypanosomiasis resistance phenotype. The higher the score, the more closely linked to a phentype a given pathway is. This allows each pathway to be ranked giving biologists a ...

File type: Excel workbook

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abstracts
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african trypanosomiasis
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cosine vector space
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data-driven
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kegg
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Kegg Pathways
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pathway
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pathway-driven
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pathways
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phenotype
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sleeping sickness
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term
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term extraction
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terms
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text
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text mining
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text mining; term extraction; entity recognition
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trait

Uploader

Paul Fisher

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Gene Cosine Scores

Created: 2009-08-10 16:00:45

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This excel file contains a list of genes linked to the resistance to African trypanosomiasis in the mouse. Genes from the Tir1 QTL were used in a search through PubMed. The results were then correlated to the trypanosomiasis resistance phenotype. The higher the score (and ranking) the more related to the phenotype the gene is likely to be. This is based on the co-occurrence of terms within the gene and phentoype corpora.

File type: Excel workbook

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abstracts
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african trypanosomiasis
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authors
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cosine vector space
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data-driven
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enrichment
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entity recognition
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gene
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geneid
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genes
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mouse
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ncbi
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phenotype
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pubmed
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ranking
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sleeping sickness
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term
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term extraction
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terms
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text
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text mining
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text mining; term extraction; entity recognition

Uploader

Paul Fisher

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Phenotype Abstracts for Trypanosomiasis Resistance

Created: 2009-08-11 12:45:24

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This file contains a list of published abstracts from MEDLINE, that are related to the African Trypanosomiasis resistance phentoype in the mouse. The term used in the PubMed search was: trypanosom* AND (tolerance OR resistance) . The workflow limited the date of the search using PubMed between 31/12/2005 to 01/01/2009, and was restricted to 500 abstracts.

File type: Plain text

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abstracts
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african trypanosomiasis
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cosine vector space
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information
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mining
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pubmed
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sleeping sickness
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term
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term extraction
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terms
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text
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text mining
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text mining; term extraction; entity recognition

Uploader

Paul Fisher

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Phenotype Concept Profile - Terms

Created: 2009-08-11 13:05:07 | Last updated: 2009-08-11 13:06:51

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This file contains a list of all terms extracted from the phenotype corpus, relating to African trypanosomiasis resistance in the mouse model. These terms were extracted using the following service: http://gopubmed4.biotec.tu-dresden.de/GoPubMedTermGenerationService/services/GoPubMedTermGeneration?wsdl These terms represent the concept profile for the phenotype.

File type: Plain text

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Tags:

abstracts
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african trypanosomiasis
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authors
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concept profile
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cosine vector space
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dresden
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enrichment
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entity recognition
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gene
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mining
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mouse
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protein
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pubmed
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sleeping sickness
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term
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term extraction
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terms
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text
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text mining
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text mining; term extraction; entity recognition

Uploader

Paul Fisher

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Phenotype Term Counts (in Phenotype Corpus)

Created: 2009-08-11 13:34:42 | Last updated: 2009-08-11 13:58:28

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This file contains a count of each phenotype term extracted from corpus of phenotype abstracts. Each value represents the number of articles in the phenotype corpus the term appears. The use of this file is to calculate a cosine vector score for correlating a given concept (e.g. pathway or gene) with a phenotype.

File type: Plain text

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Tags:

abstracts
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african trypanosomiasis
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append term
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authors
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phenotype
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pubmed
|
ranking
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sleeping sickness
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term
|
term extraction
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terms
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text
|
text mining
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text mining; term extraction; entity recognition

Uploader

Paul Fisher

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PubMed Abstract Number

Created: 2009-08-11 13:54:45

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This file contains the number of articles available in MEDLINE, through PubMed, at the time of performing these data analyses. The date of identifying these publications was 25/02/2009.

File type: Plain text

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Tags:

abstracts
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african trypanosomiasis
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pubmed
|
sleeping sickness
|
text mining
|
text mining; term extraction; entity recognition

Uploader

Paul Fisher

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PubMed Term Counts

Created: 2009-08-11 13:59:35

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This file contains a count of each phenotype term extracted from corpus of phenotype abstracts. Each value represents the number of articles in MEDLINE the term appears. The use of this file is to calculate a cosine vector score for correlating a given concept (e.g. pathway or gene) with a phenotype.

File type: Plain text

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Uploader

Paul Fisher

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Pathway Term Enrichment Scores

Created: 2009-08-11 14:23:49

Credits: Paul Fisher

License: Creative Commons Attribution-Share Alike 3.0 Unported License

This file contains a list of each pathway identified from day 7 post infection and linked to the Tir1 QTL. With each pathway is a list of terms that are common to both pathway and phenotype corpora. These terms were ranked accoring to their enrichement scores. The higher the score, the more significant the term is in relation to correlating the pathway with the African trypanosomiasis resistance phenotype.

File type: Plain text

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Tags:

abstracts
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african trypanosomiasis
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authors
|
concept profile
|
cosine vector space
|
data-driven
|
enrichment
|
pubmed
|
sleeping sickness
|
term
|
term extraction
|
terms
|
text
|
text mining
|
text mining; term extraction; entity recognition

Packs (3)

Creator

Paul Fisher

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Towards Genotype-Phenotype Correlations

Created: 2009-04-08 13:14:54 | Last updated: 2009-08-11 14:50:01

It is increasingly common to combine Microarray and Quantitative Trait Loci data to aid the search for candidate genes responsible for phenotypic variation. Workflows provide a means of systematically processing large datasets, and represent a framework for the re-use and the explicit declaration of experimental methods. In this pack is a paper which describes the issues facing the manual analysis of microarray and QTL data for the discovery of candidate genes underlying complex phenotypes.&n...

20 items in this pack

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Creator

Paul Fisher

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Pathway to Phenotype using Text Mining

Created: 2009-08-10 13:01:47 | Last updated: 2009-08-11 14:51:31

This pack contains a list of workflows and result files obtained from the analysis of candidate pathways believed to play a role in resistance to African Trypanosomiasis in the mouse model organism.

12 items in this pack

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Creator

Paul Fisher

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Genotype to Pathway

Created: 2009-08-11 14:44:16 | Last updated: 2009-08-11 14:52:12

This pack is for investigating links between the genotype of an organisms to possible pathways. This constitutes half of the pathway-driven approach, genotype to pathway, and pathway to phenotype.

18 items in this pack

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Workflows (4)

Taverna 1

Uploader

Paul Fisher

Extract Scientific Terms (1)

This workflow takes in a document containg text and removes any non-ascii characters. The cleaned text is then sent to a service in Dresden, to extract all scientific terms. These terms represent a concept profile for the input concpet. Any null values are also removed.

Created: 2009-08-10 | Last updated: 2009-08-10

Credits: Paul Fisher

Taverna 2

Uploader

Paul Fisher

Phenotype to pubmed (3)

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This workflow takes in a phenotype search term, and searches for abstracts in the PubMed database. These are passed to the eSearch function and searched for in PubMed. Those abstracts found are returned to the user

Created: 2010-07-05 | Last updated: 2011-01-11

Credits: Paul Fisher

Taverna 2

Uploader

Paul Fisher

Pathways and Gene annotations for QTL region (1)

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This workflow searches for genes which reside in a QTL (Quantitative Trait Loci) region in the mouse, Mus musculus. The workflow requires an input of: a chromosome name or number; a QTL start base pair position; QTL end base pair position. Data is then extracted from BioMart to annotate each of the genes found in this region. The Entrez and UniProt identifiers are then sent to KEGG to obtain KEGG gene identifiers. The KEGG gene identifiers are then used to searcg for pathways in the KEGG path...

Created: 2010-11-15 | Last updated: 2010-11-16

Credits: Paul Fisher

Attributions: Pathways and Gene annotations for QTL region

Taverna 2

Uploader

Paul Fisher

Pathways and Gene annotations forQTL region (1)

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This workflow searches for genes which reside in a QTL (Quantitative Trait Loci) region in Cow, Bos taurus. The workflow requires an input of: a chromosome name or number; a QTL start base pair position; QTL end base pair position. Data is then extracted from BioMart to annotate each of the genes found in this region. The Entrez and UniProt identifiers are then sent to KEGG to obtain KEGG gene identifiers. The KEGG gene identifiers are then used to searcg for pathways in the KEGG pathway data...

Created: 2011-01-21 | Last updated: 2011-01-21

Credits: Paul Fisher

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Linked Data

Non-Information Resource URI: http://www.myexperiment.org/tags/578

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