Skip to main content

In situ structure determination of conformationally flexible targets using nextPYP.

Publication ,  Journal Article
Liu, H-F; Zhou, Y; Huang, Q; Martin, J; Bartesaghi, A
Published in: Nature protocols
August 2025

Single-particle cryoelectron tomography (SP-CET) is an imaging technique capable of determining the structure of proteins in their cellular environment at high-resolution. nextPYP is a web-based application designed to streamline the SP-CET structure determination process and facilitate the analysis of conformational variability. Here we explain how to use nextPYP-based methods to determine the structure and study the conformational heterogeneity of proteins using SP-CET. We provide a step-by-step guide to convert raw tilt-series into three-dimensional structures, following a workflow that includes movie-frame alignment, tilt-series alignment, contrast transfer function estimation, tomogram reconstruction, particle picking, high-resolution refinement and three-dimensional classification. The advantages of nextPYP are its ease-of-use and effectiveness at extracting high-resolution information, which, combined with its storage and compute efficiency, shortens time-to-structure from months to days. The complete procedure, including interactive data analysis and visualization, is fully integrated within the application, with no need for external software. Starting from raw tilt-series data, users will be able to determine a near-atomic resolution structure of human immunodeficiency virus 1 Gag protein, eight translational states of Escherichia coli 70S ribosomes and a structure of human 80S ribosomes from plasma-focused ion beam milled HeLa cells. This Protocol is intended as a resource for those who are new to SP-CET as well as more experienced users that want to streamline the process of in situ structure determination and heterogeneity analysis using nextPYP. The procedure requires 18 h to complete.

Duke Scholars

Published In

Nature protocols

DOI

EISSN

1750-2799

ISSN

1754-2189

Publication Date

August 2025

Related Subject Headings

  • Bioinformatics
  • 11 Medical and Health Sciences
  • 06 Biological Sciences
  • 03 Chemical Sciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Liu, H.-F., Zhou, Y., Huang, Q., Martin, J., & Bartesaghi, A. (2025). In situ structure determination of conformationally flexible targets using nextPYP. Nature Protocols. https://doi.org/10.1038/s41596-025-01218-9
Liu, Hsuan-Fu, Ye Zhou, Qinwen Huang, Jeffrey Martin, and Alberto Bartesaghi. “In situ structure determination of conformationally flexible targets using nextPYP.Nature Protocols, August 2025. https://doi.org/10.1038/s41596-025-01218-9.
Liu H-F, Zhou Y, Huang Q, Martin J, Bartesaghi A. In situ structure determination of conformationally flexible targets using nextPYP. Nature protocols. 2025 Aug;
Liu, Hsuan-Fu, et al. “In situ structure determination of conformationally flexible targets using nextPYP.Nature Protocols, Aug. 2025. Epmc, doi:10.1038/s41596-025-01218-9.
Liu H-F, Zhou Y, Huang Q, Martin J, Bartesaghi A. In situ structure determination of conformationally flexible targets using nextPYP. Nature protocols. 2025 Aug;

Published In

Nature protocols

DOI

EISSN

1750-2799

ISSN

1754-2189

Publication Date

August 2025

Related Subject Headings

  • Bioinformatics
  • 11 Medical and Health Sciences
  • 06 Biological Sciences
  • 03 Chemical Sciences