TY - JOUR A1 - Mandl, Thomas A1 - Östlin, Christofer A1 - Dawod, Ibrahim E. A1 - Brodmerkel, Maxim N. A1 - Marklund, Erik G. A1 - Martin, Andrew V. A1 - Timneanu, Nicusor A1 - Caleman, Carl T1 - Structural Heterogeneity in Single Particle Imaging Using X-ray Lasers JF - The Journal of Physical Chemistry Letters N2 - One of the challenges facing single particle imaging with ultrafast X-ray pulses is the structural heterogeneity of the sample to be imaged. For the method to succeed with weakly scattering samples, the diffracted images from a large number of individual proteins need to be averaged. The more the individual proteins differ in structure, the lower the achievable resolution in the final reconstructed image. We use molecular dynamics to simulate two globular proteins in vacuum, fully desolvated as well as with two different solvation layers, at various temperatures. We calculate the diffraction patterns based on the simulations and evaluate the noise in the averaged patterns arising from the structural differences and the surrounding water. Our simulations show that the presence of a minimal water coverage with an average 3 Å thickness will stabilize the protein, reducing the noise associated with structural heterogeneity, whereas additional water will generate more background noise. KW - Protein structure KW - Physical and chemical processes KW - Peptides and proteins KW - Physical and chemical properties KW - Layers Y1 - 2020 VL - 2020 IS - Volume 11, Issue 15 SP - 6077 EP - 6083 ER - TY - JOUR A1 - Mandl, Thomas A1 - Sinelnikova, Anna A1 - Östlin, Christofer A1 - Grånäs, Oscar A1 - Brodmerkel, Maxim N. A1 - Markl, Erik G. A1 - Caleman, Carl T1 - Reproducibility in the unfolding process of protein induced by an external electric field JF - Chemical Science N2 - The dynamics of proteins are crucial for their function. However, commonly used techniques for studying protein structures are limited in monitoring time-resolved dynamics at high resolution. Combining electric fields with existing techniques to study gas-phase proteins, such as single particle imaging using free-electron lasers and gas-phase small angle X-ray scattering, has the potential to open up a new era in time-resolved studies of gas-phase protein dynamics. Using molecular dynamics simulations, we identify well-defined unfolding pathways of a protein, induced by experimentally achievable external electric fields. Our simulations show that strong electric fields in conjunction with short-pulsed X-ray sources such as free-electron lasers can be a new path for imaging dynamics of gas-phase proteins at high spatial and temporal resolution. KW - Reproducibility protein Y1 - ER -