Switch to
Predicate | Object |
---|---|
rdf:type | |
lifeskim:mentions | |
pubmed:issue |
1
|
pubmed:dateCreated |
1996-1-18
|
pubmed:abstractText |
The identification of protein sequences that fold into certain known three-dimensional (3D) structures, or motifs, is evaluated through a probabilistic analysis of their one-dimensional (1D) sequences. We present a correlation method that runs in linear time and incorporates pairwise dependencies between amino acid residues at multiple distances to assess the conditional probability that a given residue is part of a given 3D structure. This method is generalized to multiple motifs, where a dynamic programming approach leads to an efficient algorithm that runs in linear time for practical problems. By this approach, we were able to distinguish (2-stranded) coiled-coil from non-coiled-coil domains and globins from nonglobins. When tested on the Brookhaven X-ray crystal structure database, the method does not produce any false-positive or false-negative predictions of coiled coils.
|
pubmed:language |
eng
|
pubmed:journal | |
pubmed:citationSubset |
IM
|
pubmed:chemical | |
pubmed:status |
MEDLINE
|
pubmed:issn |
1066-5277
|
pubmed:author | |
pubmed:issnType |
Print
|
pubmed:volume |
2
|
pubmed:owner |
NLM
|
pubmed:authorsComplete |
Y
|
pubmed:pagination |
125-38
|
pubmed:dateRevised |
2006-11-15
|
pubmed:meshHeading |
pubmed-meshheading:7497115-Algorithms,
pubmed-meshheading:7497115-Amino Acid Sequence,
pubmed-meshheading:7497115-Crystallography, X-Ray,
pubmed-meshheading:7497115-Databases, Factual,
pubmed-meshheading:7497115-False Negative Reactions,
pubmed-meshheading:7497115-False Positive Reactions,
pubmed-meshheading:7497115-Markov Chains,
pubmed-meshheading:7497115-Mathematics,
pubmed-meshheading:7497115-Models, Theoretical,
pubmed-meshheading:7497115-Pattern Recognition, Automated,
pubmed-meshheading:7497115-Probability,
pubmed-meshheading:7497115-Protein Conformation,
pubmed-meshheading:7497115-Proteins,
pubmed-meshheading:7497115-Reproducibility of Results
|
pubmed:year |
1995
|
pubmed:articleTitle |
Algorithms for protein structural motif recognition.
|
pubmed:affiliation |
Mathematics Department, Massachusetts Institute of Technology, Cambridge 02139, USA.
|
pubmed:publicationType |
Journal Article,
Research Support, Non-U.S. Gov't
|