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Updated: May 26, 2026

Optimized Negative Staining: a High-throughput Protocol for Examining Small and Asymmetric Protein Structure by Electron Microscopy
Published on: August 15, 2014
Folding elastic transmembrane helices to fit in a low-resolution image by electron microscopy
Yutaka Ueno1, Kazunori Kawasaki, Osamu Saito
1Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST) Tsukuba, 1-1 Umezono Central-2, Tsukuba, Ibaraki, 305-8568, Japan. uenoyt@ni.aist.go.jp
Abstract:
Structure prediction of membrane proteins could be constrained and thereby improved by introducing data of the observed molecular shape. We studied a coarse-grained molecular model that relied on residue-based dummy atoms to fold the transmembrane helices of a protein in the observed molecular shape. Based on the inter-residue potential, the α-helices were folded to contact each other in a simulated annealing protocol to search optimized conformation. Fitting the model into a three-dimensional volume was tested for proteins with known structures and resulted in a fairly reasonable arrangement of helices. In addition, the constraint to the packing transmembrane helix with the two-dimensional region was tested and found to work as a very similar folding guide. The obtained models nicely represented α-helices with the desired slight bend. Our structure prediction method for membrane proteins well demonstrated reasonable folding results using a low-resolution structural constraint introduced from recent cell-surface imaging techniques.
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