Bh. Zhang et al., SIMILARITIES AND DIFFERENCES BETWEEN NONHOMOLOGOUS PROTEINS WITH SIMILAR FOLDS - EVALUATION OF THREADING STRATEGIES, Folding & design, 2(5), 1997, pp. 307-317
Background: There are many pairs and groups of proteins with similar f
olds and interaction patterns, but whose sequence similarity is below
the threshold of easily recognizable sequence homology. The existence
of multiple sequence solutions for a given fold has inspired fold pred
iction methods in which structural information from one protein is use
d to estimate the energy of another, putatively similar, structure. Re
sults: A set of 68 pairs of proteins with similar folds and sequence i
dentity in the 8-30% range is identified from the literature. For each
pair, the energy of one protein, calculated using knowledge-based sta
tistical potentials, is compared to the estimated energy, calculated w
ith the same potentials but using the structural information (burial s
tatus and interaction pattern) of another protein with the same fold.
Different energy estimates, corresponding to approximations used in va
rious fold recognition algorithms, are calculated and compared to each
other, as well as to the correct energy. It is shown that the local e
nergy terms, based on burial and secondary structure preferences, can
be reliably estimated with an accuracy close to 70%. At the same time,
the two-body nonlocal energy loses over 60% of its value due to the r
epacking of the structure. Further approximations, such as the 'frozen
approximation', can bring it to an essentially random value. Conclusi
ons: Local energy terms could be used safely to improve fold recogniti
on algorithms. To utilize pair interaction information, specially desi
gned pair potentials and/or a self-consistent description of pair inte
ractions is necessary.