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To evaluate the performance of our method on real data, we used the SWang (1,4) option to detect the DEGs in both dataset1 and dataset2 related to breast cancer (See Material & Method), and then mapped those selected genes to human biological pathways based on the KEGG system.
In others, the team integrates what is already known or suspected about biological pathways based on past studies.
As flexible regulatory molecules, multiple miRNAs can negatively regulate biological pathways based on potential coordinated interaction (e.g., based on miRNA gene clusters and families).
These software packages integrate proteins/genes into biological pathways based on scientific literature by using natural language processors and expert human curation [ 94, 95].
The project web site is accessible at the following URL: http://bioinfo.homeunix.org/forum/ Encoded protein-protein interactions in a machine-readable format avoid waste of time and uncertainties, difficulties and typical issues encountered in the retrieval of such data and in the reconstruction of comprehensive interaction maps and biological pathways based on interaction data.
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Canonical pathways were selected and overlayed onto the biological pathway based on known biological significance from the most highly overlapping pathways.
It also identifies overrepresented biological functions and canonical pathways based on the GO annotations of each gene and manually curated canonical pathways.
We exposed two laboratory strains of the human malaria parasite P. falciparum to brief treatments of thirty-one chemically and functionally diverse small molecules associated with biological effects across multiple pathways based on various levels of evidence.
The software identified the cellular location and the functional type of the encoded products subsequently associated them with biological functions and canonical pathways based on the human knowledge database within IPA.
The establishment of the bipartite graph of pathways and GOBP yielded Boolean functions to determine the state of pathways based on biological processes.
This generated a score with meaningful and significant networks, biological functions and the canonical pathways based on the Fisher exact test.
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