TY - JOUR
T1 - Retrieving functional pathways of biomolecules from single-particle snapshots
AU - Dashti, Ali
AU - Mashayekhi, Ghoncheh
AU - Shekhar, Mrinal
AU - Ben Hail, Danya
AU - Salah, Salah
AU - Schwander, Peter
AU - des Georges, Amedee
AU - Singharoy, Abhishek
AU - Frank, Joachim
AU - Ourmazd, Abbas
N1 - Funding Information:
We acknowledge valuable discussions with E. Lattman, G. Phillips, M. Schmidt, E. Seitz, and members of the UWM data analysis group. The research conducted at UWM was supported by the US Department of Energy, Office of Science, Basic Energy Sciences under award DE-SC0002164 (algorithm design and development, and data analysis), by the US National Science Foundation under awards STC 1231306 (numerical trial models) and 1551489 (underlying analytical models), and by the UWM Research Growth Initiative. The work performed by J.F. was supported by HHMI, NIH GM55440, and NIH GM29169. The work performed by D.B.H., S.S., and A.G. was supported by NIH R35GM133598 to A.G. and by CUNY. A.S. acknowledges CAREER award by NSF-MCB 1942763, NIH/R01GM095583 and resources of the Oak Ridge Leadership Computing Facility through INCITE, which is supported by the Office of Science, US Department of Energy (DE-AC05-00OR22725).
Publisher Copyright:
© 2020, The Author(s).
PY - 2020/12/1
Y1 - 2020/12/1
N2 - A primary reason for the intense interest in structural biology is the fact that knowledge of structure can elucidate macromolecular functions in living organisms. Sustained effort has resulted in an impressive arsenal of tools for determining the static structures. But under physiological conditions, macromolecules undergo continuous conformational changes, a subset of which are functionally important. Techniques for capturing the continuous conformational changes underlying function are essential for further progress. Here, we present chemically-detailed conformational movies of biological function, extracted data-analytically from experimental single-particle cryo-electron microscopy (cryo-EM) snapshots of ryanodine receptor type 1 (RyR1), a calcium-activated calcium channel engaged in the binding of ligands. The functional motions differ substantially from those inferred from static structures in the nature of conformationally active structural domains, the sequence and extent of conformational motions, and the way allosteric signals are transduced within and between domains. Our approach highlights the importance of combining experiment, advanced data analysis, and molecular simulations.
AB - A primary reason for the intense interest in structural biology is the fact that knowledge of structure can elucidate macromolecular functions in living organisms. Sustained effort has resulted in an impressive arsenal of tools for determining the static structures. But under physiological conditions, macromolecules undergo continuous conformational changes, a subset of which are functionally important. Techniques for capturing the continuous conformational changes underlying function are essential for further progress. Here, we present chemically-detailed conformational movies of biological function, extracted data-analytically from experimental single-particle cryo-electron microscopy (cryo-EM) snapshots of ryanodine receptor type 1 (RyR1), a calcium-activated calcium channel engaged in the binding of ligands. The functional motions differ substantially from those inferred from static structures in the nature of conformationally active structural domains, the sequence and extent of conformational motions, and the way allosteric signals are transduced within and between domains. Our approach highlights the importance of combining experiment, advanced data analysis, and molecular simulations.
UR - http://www.scopus.com/inward/record.url?scp=85091219946&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85091219946&partnerID=8YFLogxK
U2 - 10.1038/s41467-020-18403-x
DO - 10.1038/s41467-020-18403-x
M3 - Article
C2 - 32948759
AN - SCOPUS:85091219946
SN - 2041-1723
VL - 11
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 4734
ER -