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Predicting Protein Structures Accurately

Science, 2004
In their Research Article “Design of a novel globular protein fold with atomic-level accuracy,” B. Kuhlman et al. describe an extremely successful attempt to design a new protein (Top7) that folds to a predefined structure (21 Nov, p. [1364][1]).
Marcin, von Grotthuss   +3 more
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Protein Structure Prediction and Structural Genomics

Science, 2001
Genome sequencing projects are producing linear amino acid sequences, but full understanding of the biological role of these proteins will require knowledge of their structure and function. Although experimental structure determination methods are providing high-resolution structure information about a subset of the proteins, computational structure ...
D, Baker, A, Sali
openaire   +2 more sources

Prediction of Protein Structure

2004
Publisher Summary This chapter describes the extraction of structural information from protein sequence. The deduced sequences of proteins provide invaluable insights into the functions of those proteins and the evolution of the organisms producing those proteins.
Robert H, Kretsinger   +2 more
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Protein Secondary Structure Prediction

2009
While the prediction of a native protein structure from sequence continues to remain a challenging problem, over the past decades computational methods have become quite successful in exploiting the mechanisms behind secondary structure formation. The great effort expended in this area has resulted in the development of a vast number of secondary ...
Pirovano, W.A., Heringa, J.
openaire   +3 more sources

State-specific protein–ligand complex structure prediction with a multiscale deep generative model

Nature Machine Intelligence, 2022
The binding complexes formed by proteins and small molecule ligands are ubiquitous and critical to life. Despite recent advancements in protein structure prediction, existing algorithms are so far unable to systematically predict the binding ligand ...
Zhuoran Qiao   +4 more
semanticscholar   +1 more source

MO4: A Many-Objective Evolutionary Algorithm for Protein Structure Prediction

IEEE Transactions on Evolutionary Computation, 2021
Protein structure prediction (PSP) problems are a major biocomputing challenge, owing to its scientific intrinsic that assists researchers to understand the relationship between amino acid sequences and protein structures, and to study the function of ...
Zhenyu Lei   +4 more
semanticscholar   +1 more source

Protein Structure Prediction

2006
Abstract Over the past decade, the success of genome sequence efforts has brought about a paradigm shift in biology [1]. There is increasing emphasis on the large-scale, high-throughput examination of all genes and gene products of an organism, with the aim of assigning their functions [2]. Of course, biological function is multifaceted,
Jeffrey Skolnick, Yang Zhang
openaire   +3 more sources

Protein Structure Prediction

2014
1. Protein Structure Modeling with MODELLER Benjamin Webb, Andrej Sali 2. RaptorX Server: A Resource for Template-based Protein Structure Modeling Morten Kallberg, Gohar Margaryan, Sheng Wang, Jianzhu Ma and Jinbo Xu 3. The MULTICOM Protein Tertiary Structure Prediction System Jilong Li, Debswapna Bhattacharya, Renzhi Cao, Badri Adhikari, Xin Deng ...
openaire   +2 more sources

Protein Structure Prediction

2010
The molecular basis of life rests on the activity of large biomolecules, mostly nucleic acids(DNA and RNA), carbohydrates, lipids, and proteins. While each of these molecules has itsrole, there is something special about proteins, as they are the lead performers of cellular functions.This was dramatized by Jacques Monod, who stated that “C’est a ce ...
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Improved protein structure prediction using potentials from deep learning

Nature, 2020
A. Senior   +18 more
semanticscholar   +1 more source

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