Journal: bioRxiv
Article Title: Large-scale exploration of protein space by automated NMR
doi: 10.64898/2026.02.16.706194
Figure Lengend Snippet: Design pipeline (top); de novo backbones were generated using either RFdiffusion, or Proteína, followed by sequence design with ProteinMPNN and filtering with Boltz-1. Experimental validation (bottom); designs were ordered as synthetic genes, cloned into expression vectors, and produced in E. coli from 15 N-labelled autoinduction media in 96-deepwell plates (left). Samples were purified by immobilized metal affinity chromatography in 96-well plate format, followed by high-throughput size-exclusion chromatography (middle). NMR fingerprints are obtained in 45 min for all produced samples.
Article Snippet: Assembled plasmids were transformed into lab-made chemically competent BL21(DE3) E. coli cells (NEB #C2527) obtained with an adapted protocol from Yang et al. To each 1 μL Golden Gate reaction, 8 μL of ice-cold KCM (500 mM KCl, 250 mM MgCl 2 , 150 mM CaCl 2 ) and 8 μL of ice-cold competent cells were added, followed by incubation on ice for 30 minutes.
Techniques: Generated, Sequencing, Biomarker Discovery, Clone Assay, Expressing, Produced, Purification, Affinity Chromatography, High Throughput Screening Assay, Size-exclusion Chromatography