Search bioRxiv⌕ Search

bioRxiv · 10.1101/2025.06.12.659325

Does crossing the pond affect crystal quality?

Abstract

Room-temperature X-ray diffraction experiments can facilitate investigation of protein dynamics, efficient probing of fragment binding, and time-resolved crystallography experiments. The Versatile Macromolecular Crystallography in situ (VMXi) beamline at Diamond Light Source (DLS) in the United Kingdom specializes in the collection of room-temperature X-ray diffraction data in situ directly from crystallization plates without any manipulation of protein crystals, preserving the integrity of fragile samples. While many X-ray light sources are now equipped to grow crystals on site for room-temperature experiments, to date there has been no comprehensive analysis of the effect of shipping crystals within plates at ambient temperature for in situ room-temperature data collection. In situ methods place more stringent demands on shipping, as crystallization drops must arrive both intact and properly positioned within the plate to remain in the field of view of crystal imaging systems. The latter requirement imposes more stringent limits on shipping procedures as lateral movement of <1mm may leave a droplet out of the crystal imager field of view yet is independent of the requirement for the diffraction quality of crystals to be maintained. In contrast, the equivalent methodology for cryo-cooled crystals is well established. Here we investigate the impact of transatlantic shipping of crystals generated from commercially available proteins (lysozyme, thaumatin, and thermolysin) within the same plates in which they were grown. MiTeGen In Situ-1 plates containing the protein crystals were set up at the University of Buffalo Hauptman Woodward Research Institute (UB-HWI, Buffalo, NY, United States) and shipped to DLS (Didcot, United Kingdom). Identical plates were prepared on site at DLS in the Crystallisation Facility at Harwell. We also performed this experiment with human lysine acetyltransferase 2B (KAT2B) to validate our proposed pipeline with a typical protein crystal sample. For shipping, we utilized the Stanford Synchrotron Radiation Lightsource (SSRL) Blue Thermal Shipping Box (Blue Box), which can maintain temperature for a few days, to ship crystallization plates at room temperature from UB-HWI to DLS. We hypothesized that long-distance shipping by standard commercial courier might compromise data quality through mechanical stress or temperature fluctuations. Instead, we found that room-temperature data collected at VMXi showed no significant differences for crystals set up at UB-HWI and shipped relative to crystals set up on site in the UK. High-resolution structures were successfully determined for all proteins in the study (both those shipped from UB-HWI and set up on-site at DLS), demonstrating that long-distance shipment of crystals at non-cryogenic temperatures is feasible without compromising diffraction quality. This study provides a proof-of-concept workflow for expanding access to room-temperature crystallography worldwide, enabling more researchers to leverage cutting-edge techniques without needing to grow crystals on site. SynopsisThe effect of international shipment of protein crystals on in situ room-temperature X-ray diffraction quality.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Campomizzi, C. S., Snell, M. E., Mikolajek, H., Sandy, J., Sanchez-Weatherby, J., Budziszewski, G. R., Russi, S., Howells, R., Cohen, A., Hough, M. A., Bowman, S. E. J.. 2025-06-17. Does crossing the pond affect crystal quality?. https://doi.org/10.1101/2025.06.12.659325

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Design of colipids with controlled lateral distance of head group moieties for targeting strategies in the field of lipid-based nanoparticles

Lipid nanoparticles and liposomes are nanoparticle drug formulations which are firmly established in clinics. In order to expand their application and improve efficacy, surface modifications can be a key strategy, especially for cell specific targeting. Targeting can be achieved by integrating ligand functionalized lipids or lipidoids on the nanoparticle surface. In this case, not solely the targeting ligand itself, but also the structure of the whole targeting lipid/lipidoid can affect the interaction of the targeting ligand with the binding motive on cells. Especially, distal spacer structures between lipid anchor and ligand unit, often composed of polyethylene glycol chains, provide a certain distance of the ligand from the nanoparticle surface. A concept which is currently neglected is the control of the lateral distance between ligand structures on the nanoparticle. Herein we investigated the possibility to design lipidoids with a lateral spacer composed of polyethylene glycol units. We synthesized and characterized different lipidoids which provide a primary amine in the head group for possible ligand coupling. In our model lipidoids the head groups were functionalized with a paramagnetic probe to apply electron paramagnetic resonance (EPR) methods for the characterization of the lipidoid interaction with model nanoparticles, in our case liposomes. Continuous wave EPR was used to study the efficiency of the novel lipidoids to integrate into lipid bilayers of model liposomes, which was shown to depend on lipidoid structure and liposome composition. Furthermore, using double electron-electron resonance (DEER), we observed lipidoid conformational changes occurring upon integration into liposomes.

biophysics↗

Beyond Sequence and Structure: Pretraining PLMs on Continuous Biophysical Fields

We introduce the Biophysical Transformer, a protein language model that adds continuous biophysical fields as a third pretraining signal beside sequence and structure. A Poisson-Boltzmann solver computes the electrostatic potential around each three-residue token, and the model learns to predict it from sequence alone. A rotationally invariant spherical-harmonic descriptor serves as the loss target, eliminating the need for frame alignment during training and for coordinates at inference. Against a matched, one-flag control on the FLIP Meltome thermostability benchmark, the field objective raises Spearman correlation on every trained head of both human splits.The gain on human survives residualizing dipeptide composition under two architecturally different readouts and survives removing the test proteins that overlap the pretraining corpus. No effect survives on the organism-mixed split. At 1.1M parameters, both the Biophysical Transformer and its sequence-only control exceed FLIP's one-hot CNN and untrained-ESM baselines on every split. All results rest on a single pretraining run per arm,and the current design does not separate field content from generic regularization.

biophysics↗

An auditable harness for biomolecular dynamics simulations by AI agents

AI agents now generate biological hypotheses faster than they can be tested. Hypotheses stated at the atomic level can be examined with molecular dynamics (MD) simulations. For new questions without a reference, trust in an agent-run simulation rests on a tool-written process record, not the agent's account. Existing MD agents leave this record to the language model. Here we present MDClaw, a harness whose validating tools and directed acyclic graph (DAG) check stages before execution and record every simulation stage. On MDDataBench, which grades outputs against deposited simulations, four open-weight models with MDClaw passed all three runs on 81-100% of 31 test systems. The DAG complements this outcome check. An ablation without the DAG revealed 11 successful runs that had skipped minimization or equilibration, or simulated a different structure. MDClaw carried questions from human and AI scientists through simulation to trajectories traceable to their inputs and settings.

biophysics↗