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We assigned a unified identifier (UID) to each drug and also kept the five identifiers including drug name, DrugBank ID, PubChem CID, PubChem Substance ID (SID), ChEBI ID.
In this process, heterogeneous identifiers of drugs and targets were mapped to the unified identifier systems (see Materials and Methods) to reduce the redundant drug-target associations among these sources.
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The pathways were loaded as networks using the WikiPathways app [ 16] and an identifier mapping step was performed with the BridgeDb App [ 17] to unify the identifiers to Ensembl for gene products and HMDB for metabolites.
This platform aims at unifying gene identifiers (ids) and performing gene set analysis.
The multi-platform data was summarized by unifying metabolite identifiers to a common referencing scheme using the MetMask tool [ 28].
To unify the identifiers in the network and the experimental dataset, a mapping table is used for the enrichment of network nodes with alternative identifiers.
We unified the gene identifiers with the genetic networks for human and parasites through HUGO Gene Nomenclature Committee [ 53] and PlasmoDB [ 54].
miRNA identifiers were unified as miRBase IDs [ 32].
Metabolite identifiers were unified using the MetMask tool (Redestig et al., 2010).
Hangzhou Power Company developed 'planning program for EVs charging stations in Hangzhou', in accordance with the principle of employing unified standard, regulations and common identifier with optimized distribution that takes into account of safety and reliability and having appropriate advance in design and concept.
Identifiers of proteins were unified using the protein IDs defined in the Uniprot database [ 20].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com