DJ: references and formulas Flashcards
First generation secondary structure prediction methods
Chou and Fasman, 1974
PSIPRED
Jones, 1999
PHD
Rost and Sander, 1993
DSSP
Define Secondary Structure of Proteins (Kabsch and Sander, 1983)
GOR method
Garnier et al., 1978
Backpropagation
Rumelhart et al., 1986
Degree of solvent accessibility of an amino acid residue can be predicted accurately from an MSA
Benner and Gerloff, 1990
Threading itself
Jones et al., 1992
genTHREADER
Jones, 1999
Normalisation of PSSM values
1/(1+e**-x)
Matthew’s Correlation Coefficient (1975)
E.G. for a helix state:
p: patterns correctly assigned to helix
n: patterns correctly assigned to not helix
o: patterns incorrectly assigned to helix
u: patterns incorrectly assigned to not helix
First NN to predict secondary structure
Qian and Sejnowski, 1988
Searching for the optimum mapping of sequence to structure while optimizing the sum of pair interactions is NP-complete
Lathrop, 1994