Protein-Protein Negative Interaction Dataset

Citation Author(s):
M. Sayed
Barkat
Faculty of Computer and Information Sciences, Ain Shams University
Sherin
Moussa
Faculty of Computer and Information Sciences, Ain Shams University
Submitted by:
Sherin Moussa
Last updated:
Tue, 01/18/2022 - 23:12
DOI:
10.21227/51xw-5q83
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Abstract 

This is a protein negative interaction dataset, generated by our proposed method the “Features Dissimilarity-based Negative Generation” approach to generate protein negative sampling based on sequence data. It measures similarity of sequence characteristics without alignment based on Protein similarity. It achieved results of 97% compared to randomly generated negative dataset.

Instructions: 

This is a protein negative interaction dataset, generated by our proposed method the “Features Dissimilarity-based Negative Generation” approach to generate protein negative sampling based on sequence data. It measures similarity of sequence characteristics without alignment based on Protein similarity.

It achieved results of 97% compared to randomly generated negative dataset.

This Negative interaction file is matlab file consist of two columns:

The first column is the uniprotid for each Protein from the used dataset in uniprot.

The second column is the uniprotid of negative interaction protein with first column protein.

 

 

For more details, please contact:

 

M. R. Barkat, mohamed_barkat@cis.asu.edu.eg

Sherin M. Moussa, sherinmoussa@cis.asu.edu.eg

 

Bioinformatics Program,

Department of Information Systems,

Faculty of Computer and Information Sciences,

Ain Shams University