Incorporation of solvent effect into multi-objective evolutionary algorithm for improved protein structure prediction

S Gao, S Song, J Cheng, Y Todo… - IEEE/ACM transactions …, 2017 - ieeexplore.ieee.org
The problem of predicting the three-dimensional (3-D) structure of a protein from its one-
dimensional sequence has been called the “holy grail of molecular biology”, and it has …

Secondary structure and contact guided differential evolution for protein structure prediction

GJ Zhang, LF Ma, XQ Wang… - IEEE/ACM transactions on …, 2018 - ieeexplore.ieee.org
Ab initio protein tertiary structure prediction is one of the long-standing problems in structural
bioinformatics. With the help of residue-residue contact and secondary structure prediction …

From extraction of local structures of protein energy landscapes to improved decoy selection in template-free protein structure prediction

N Akhter, A Shehu - Molecules, 2018 - mdpi.com
Due to the essential role that the three-dimensional conformation of a protein plays in
regulating interactions with molecular partners, wet and dry laboratories seek biologically …

Multi-objective stochastic search for sampling local minima in the protein energy surface

B Olson, A Shehu - Proceedings of the International Conference on …, 2013 - dl.acm.org
We present an evolutionary stochastic search algorithm to obtain a discrete representation
of the protein energy surface in terms of an ensemble of conformations representing local …

Generating, maintaining, and exploiting diversity in a memetic algorithm for protein structure prediction

M Garza-Fabre, SM Kandathil, J Handl… - Evolutionary …, 2016 - direct.mit.edu
Computational approaches to de novo protein tertiary structure prediction, including those
based on the preeminent “fragment-assembly” technique, have failed to scale up fully to …

An Enhanced Genetic Algorithm for Ab Initio Protein Structure Prediction

MA Rashid, F Khatib, MT Hoque… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In-vitro methods for protein structure determination are time-consuming, cost-intensive, and
failure-prone. Because of these expenses, alternative computer-based predictive methods …

Balancing multiple objectives in conformation sampling to control decoy diversity in template-free protein structure prediction

AB Zaman, A Shehu - BMC bioinformatics, 2019 - Springer
Background Computational approaches for the determination of biologically-active/native
three-dimensional structures of proteins with novel sequences have to handle several …

Enhancing protein conformational space sampling using distance profile-guided differential evolution

GJ Zhang, XG Zhou, XF Yu, XH Hao… - IEEE/ACM transactions …, 2016 - ieeexplore.ieee.org
De novo protein structure prediction aims to search for low-energy conformations as it
follows the thermodynamics hypothesis that places native conformations at the global …

Structure-guided protein transition modeling with a probabilistic roadmap algorithm

T Maximova, E Plaku, A Shehu - IEEE/ACM transactions on …, 2016 - ieeexplore.ieee.org
Proteins are macromolecules in perpetual motion, switching between structural states to
modulate their function. A detailed characterization of the precise yet complex relationship …

Prediction of the structures of the plant-specific regions of vascular plant cellulose synthases and correlated functional analysis

L Sethaphong, JK Davis, E Slabaugh, A Singh… - Cellulose, 2016 - Springer
Seed plants express cellulose synthase (CESA) protein isoforms with non-redundant
functions, but how the isoforms function differently is unknown. Compared to bacterial …