RSDB: representative protein sequence databases have high information content

Bioinformatics. 2000 May;16(5):458-64. doi: 10.1093/bioinformatics/16.5.458.


Motivation: Biological sequence databases are highly redundant for two main reasons: 1. various databanks keep redundant sequences with many identical and nearly identical sequences 2. natural sequences often have high sequence identities due to gene duplication. We wanted to know how many sequences can be removed before the databases start losing homology information. Can a database of sequences with mutual sequence identity of 50% or less provide us with the same amount of biological information as the original full database?

Results: Comparisons of nine representative sequence databases (RSDB) derived from full protein databanks showed that the information content of sequence databases is not linearly proportional to its size. An RSDB reduced to mutual sequence identity of around 50% (RSDB50) was equivalent to the original full database in terms of the effectiveness of homology searching. It was a third of the full database size which resulted in a six times faster iterative profile searching. The RSDBs are produced at different granularity for efficient homology searching.

Availability: All the RSDB files generated and the full analysis results are available through internet: uk/pub/contrib/jong/RSDB/http://cyrah.e

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Amino Acid Sequence
  • Databases, Factual*
  • Gene Duplication
  • Proteins / genetics*
  • Sequence Alignment
  • Sequence Homology, Amino Acid


  • Proteins