STIM1 transmembrane helix dimerization captured by AI-guided transition path sampling

F Ferdinand Horvath (Institute of Theoretical Physics) H Hendrik Jung (Department of Theoretical Biophysics) H Herwig Grabmayr (Institute of Biophysics) M Marc Fahrner (Institute of Biophysics) C Christoph Romanin (Institute of Biophysics) G Gerhard Hummer (Department of Theoretical Biophysics)

Abstract

Stromal interaction molecule 1 (STIM1) is a Ca 2+ -sensing protein in the endoplasmic reticulum (ER) membrane. The depletion of ER Ca 2+ stores induces a large conformational transition of the cytosolic STIM1 C-terminus, initiated by the dimerization of the transmembrane (TM) domain. We use the AI-guided transition path sampling algorithm aimmd to extensively sample the dimerization of STIM1-TM helices in an ER-mimicking lipid bilayer. In nearly 0.5 ms of all-atom molecular dynamics simulations without bias potentials, we harvest over 170 transition paths, each about 1.2 μs long on average. We find that STIM1 dimerizes into three distinct and coexisting configurations, which reconciles conflicting results from earlier crosslinking studies. The dominant X-shaped bound state centers around contacts supported by the SxxxG TM interfacial motif. Mutating residues in this contact interface allows us to tune the STIM1-dimerization propensity in fluorescence experiments. From the trained model of the committor probability of dimerization, we identify the transition state ensemble for TM-helix dimerization. At the transition state, interhelical contacts in the luminal halves of the two monomers dominate, which likely enables the luminal Ca 2+ -sensing domain in STIM1 to condition the dimerization of the TM helices. Our work demonstrates the unique power of AI-guided simulations to sample rare and slow molecular transitions and to produce detailed atomistic insight into the mechanism of STIM1 TM-helix dimerization as a key step in ER Ca 2+ -sensing.

Article Details

Volume / Issue Vol. 122, Issue 35
Published September 02, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (6)

F

Ferdinand Horvath

Institute of Theoretical Physics

H

Hendrik Jung

Department of Theoretical Biophysics

H

Herwig Grabmayr

Institute of Biophysics

M

Marc Fahrner

Institute of Biophysics

C

Christoph Romanin

Institute of Biophysics

G

Gerhard Hummer

Department of Theoretical Biophysics