In Silico Study of Membrane-Inserted Synaptotagmin Conformational Changes in Complex with Botulinum Toxin B1
Synaptotagmins 1 and 2 (SYT1 and SYT2) are essential Ca2+ sensors in neurotransmission and the functional receptors of botulinum neurotoxin B1 (BoNT/B1). While crystallographic models have defined key contacts, they neglect membrane constraints. Using molecular dynamics simulations in lipid rafts, we uncover how the membrane environment reshaped synaptotagmin conformation and enables critical contacts with BoNT/B1s lipid-binding loop (LBL). Notably, ganglioside GT1b bridges BoNT/B1 and SYT1, stabilizing their interface through lipid-mediated interactions. This mechanism escapes AlphaFold prediction, which generates non-physiological complexes with steric clashed, revealing a fundamental limitation of current AI methods for membrane-constrained interfaces. Our study demonstrates that lipid rafts create functional binding modes through synergistic protein-lipid interactions, highlighting the epigenetic dimension of protein structure where environment dictates conformation.