@article {3,
	title = {A novel method to compare protein structures using local descriptors.},
	journal = {BMC bioinformatics},
	volume = {12},
	year = {2011},
	month = {08/2011},
	pages = {344},
	abstract = {BACKGROUND: Protein structure comparison is one of the most widely performed tasks in bioinformatics. However, currently used methods have problems with the so-called "difficult similarities", including considerable shifts and distortions of structure, sequential swaps and circular permutations. There is a demand for efficient and automated systems capable of overcoming these difficulties, which may lead to the discovery of previously unknown structural relationships.

RESULTS: We present a novel method for protein structure comparison based on the formalism of local descriptors of protein structure - DEscriptor Defined Alignment (DEDAL). Local similarities identified by pairs of similar descriptors are extended into global structural alignments. We demonstrate the method{\textquoteright}s capability by aligning structures in difficult benchmark sets: curated alignments in the SISYPHUS database, as well as SISY and RIPC sets, including non-sequential and non-rigid-body alignments. On the most difficult RIPC set of sequence alignment pairs the method achieves an accuracy of 77\% (the second best method tested achieves 60\% accuracy).

CONCLUSIONS: DEDAL is fast enough to be used in whole proteome applications, and by lowering the threshold of detectable structure similarity it may shed additional light on molecular evolution processes. It is well suited to improving automatic classification of structure domains, helping analyze protein fold space, or to improving protein classification schemes. DEDAL is available online at http://bioexploratorium.pl/EP/DEDAL.},
	keywords = {Algorithms, Animals, Bacterial Proteins, Carrier Proteins, Computational Biology, GTP Phosphohydrolases, Humans, Models, Molecular, Proteins, Saposins, Structural Homology, Protein},
	issn = {1471-2105},
	doi = {10.1186/1471-2105-12-344},
	author = {Daniluk, Pawe{\l} and Lesyng, Bogdan}
}
@article {51,
	title = {Pulling single bacteriorhodopsin out of a membrane: Comparison of simulation and experiment.},
	journal = {Biochimica et biophysica acta},
	volume = {1758},
	year = {2006},
	month = {2006 Apr},
	pages = {537-44},
	abstract = {Mechanical unfolding of single bacteriorhodopsins from a membrane bilayer is studied using molecular dynamics simulations. The initial conformation of the lipid membrane is determined through all-atom simulations and then its coarse-grained representation is used in the studies of stretching. A Go-like model with a realistic contact map and with Lennard-Jones contact interactions is applied to model the protein-membrane system. The model qualitatively reproduces the experimentally observed differences between force-extension patterns obtained on bacteriorhodopsin at different temperatures and predicts a lack of symmetry in the choice of the terminus to pull by. It also illustrates the decisive role of the interactions of the protein with the membrane in determining the force pattern and thus the stability of transmembrane proteins.},
	keywords = {Bacterial Proteins, Bacteriorhodopsins, Cell Membrane, Computer Simulation, Halobacterium salinarum, Lipid Bilayers, Models, Molecular, Protein Conformation, Protein Denaturation, Protein Structure, Secondary},
	issn = {0006-3002},
	doi = {10.1016/j.bbamem.2006.03.028},
	author = {Cieplak, Marek and Filipek, S{\l}awomir and Janovjak, Harald and Krzy{\'s}ko, Krystiana A}
}
