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Supporting data for "PathwayMatcher: proteoform-centric network construction enables fine-granularity multi-omics pathway mapping"

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DataCite Commons2025-05-26 更新2025-04-15 收录
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http://gigadb.org/dataset/100621
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资源简介:
Mapping biomedical data to functional knowledge is an essential task in bioinformatics and can be achieved by querying identifiers, e.g. gene sets, in pathway knowledgebases. However, the isoform and post-translational modification states of proteins are lost when converting input and pathways into gene-centric lists.<br>Based on the Reactome knowledgebase, we built a network of protein-protein interactions accounting for the documented isoform and modification statuses of proteins. We then implemented a command line application called PathwayMatcher (github.com/PathwayAnalysisPlatform/PathwayMatcher) to query this network. PathwayMatcher supports multiple types of omics data as input, and outputs the possibly affected biochemical reactions, subnetworks, and pathways.<br>PathwayMatcher enables refining the network-representation of pathways by including proteoforms defined as protein isoforms with post-translational modifications. The specificity of pathway analyses is hence adapted to different levels of granularity and it becomes possible to distinguish interactions between different forms of the same protein.
提供机构:
GigaScience Database
创建时间:
2019-06-24
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