Understanding ensemble protein folding at atomic detail.

Proc Natl Acad Sci U S A

Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA.

Published: November 2006

It has long been known that a protein's amino acid sequence dictates its native structure. However, despite significant recent advances, an ensemble description of how a protein achieves its native conformation from random coil under physiologically relevant conditions remains incomplete. Here we present a detailed all-atom model with a transferable potential that is capable of ab initio folding of entire protein domains using only sequence information. The computational efficiency of this model allows us to perform thousands of microsecond-time scale-folding simulations of the engrailed homeodomain and to observe thousands of complete independent folding events. We apply a graph-theoretic analysis to this massive data set to elucidate which intermediates and intermediary states are common to many trajectories and thus important for the folding process. This method provides an atomically detailed and complete picture of a folding pathway at the ensemble level. The approach that we describe is quite general and could be used to study the folding of proteins on time scales orders of magnitude longer than currently possible.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1635542PMC
http://dx.doi.org/10.1073/pnas.0605580103DOI Listing

Publication Analysis

Top Keywords

folding
6
understanding ensemble
4
ensemble protein
4
protein folding
4
folding atomic
4
atomic detail
4
detail long
4
long protein's
4
protein's amino
4
amino acid
4

Similar Publications

The effect of different feeding habits on gut morphology and digestive function has been intensively studied during the last decades but sympatric closely related fishes are relatively rare objects of such studies. In the present study, we have identified both morphological and physiological changes in the digestive system of a sympatric pair of whitefish represented by "normal" Coregonus lavaretus pidschian (benthivorous) and "dwarf" C. l.

View Article and Find Full Text PDF

Aggregation intermediates play a pivotal role in the assembly of amyloid fibrils, which are central to the pathogenesis of neurodegenerative diseases. The structures of filamentous intermediates and mature fibrils are now efficiently determined by single-particle cryo-electron microscopy. By contrast, smaller pre-fibrillar α-Synuclein (αS) oligomers, crucial for initiating amyloidogenesis, remain largely uncharacterized.

View Article and Find Full Text PDF

Na-concentration dependent conformational switch of oncogene RET G-quadruplex DNA in solution.

Int J Biol Macromol

January 2025

State Key Laboratory of Chemical Biology, Shanghai Institute of Organic Chemistry, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200032, China. Electronic address:

Proto-oncogene RET is overexpressed in many cancers, and its expression level is positively related to the size and malignancy of the tumors. Effective inhibition of its overexpression can be used to potentially treat cancers. A guanine-rich GC-boxes (I-V) sequence in its promoter region folds into noncanonical G-quadruplex (G4) DNA structures, negatively regulating its expression by interactions with small molecules.

View Article and Find Full Text PDF

Analysis of enzyme kinetics of fungal methionine synthases in an optimized colorimetric microscale assay for measuring cobalamin-independent methionine synthase activity.

Enzyme Microb Technol

January 2025

Protein Chemistry and Enzyme Technology, Department of Biotechnology and Biomedicine, Building 221, Technical University of Denmark, Lyngby DK-2800 Kgs, Denmark. Electronic address:

Aspergillus spp. and Rhizopus spp., used in solid-state plant food fermentations, encode cobalamin-independent methionine synthase activity (MetE, EC 2.

View Article and Find Full Text PDF

Lattice-mismatched and twisted multi-layered materials for efficient solar cells.

J Phys Condens Matter

January 2025

Physics, Florida State University, 612 Keen Building, Florida State University, Tallahassee, Florida, 32306, UNITED STATES.

We argue that alternating-layer structures of lattice mismatched or misaligned (twisted) atomically-thin layers should be expected to be more efficient absorbers of the broad-spectrum of solar radiation than the bulk material of each individual layer. In such mismatched layer-structures the conduction and valence bands of the bulk material, split into multiple minibands separated by minigaps confined to a small-size emerging Brillouin zone due to band-folding. We extended the Shockley-Queisser approach to calculate the photovoltaic efficiency for a band split into minibands of bandwidth $\Delta E$ and mini-gaps $\delta G$ to model the case when such structures are used as solar cells.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!