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Backbone rigidity of disordered protein linkers from NMR experiments and MD simulations

  • Efstathia Mantzari
  • , Cajsa K. Malm
  • , Ricky Nencini
  • , Amanda E. Sandelin
  • , O. H. Samuli Ollila*
  • *Corresponding author for this work
  • University of Helsinki
  • Aalto University

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Disordered protein linkers are essential for multidomain protein function and engineering, but quantitative methods for their biophysical characterization remain limited. We combined NMR experiments with molecular dynamics simulations to demonstrate that protein backbone 15N spin relaxation times correlate with backbone rigidities in short, disordered linkers. Using a tailored version of the Quality Evaluation Based Simulation Selection framework, we characterized four model peptides: (GGS)3, (GPS)3, K(AP)5K, and KKEEVKKEEV-(PK)7KEEVKKEEVKK, representing common natural and engineered linker repeats. Glycine-rich sequences showed slight looping tendencies, whereas proline-containing sequences adopted extended conformations with increased approximate persistence lengths and slower dynamics. Notably, sodium and calcium binding to charged peptides minimally affected rigidity, indicating electrostatics don't dominate linker stiffness. This integrated approach provides quantitative insights into disordered linker properties and MD simulation accuracy, offering biophysical understanding for protein design and machine learning model development.

Original languageEnglish
Pages (from-to)1753-1764
Number of pages12
JournalBiophysical Journal
Volume125
Issue number7
DOIs
Publication statusPublished - 7 Apr 2026
MoE publication typeA1 Journal article-refereed

Funding

We acknowledge CSC – IT Center for Science for computational resources and the Research Council of Finland for funding (grant nos. 315596, 356568, and 350636). R.N. acknowledges funding from Emil Aaltonen Foundation. E.M. acknowledges funding from the Ministry of Education and Culture’s Doctoral Education Pilot under Decision no. VN/3137/2024-OKM-6 (Circular Materials Bioeconomy Network, CIMANET).

Keywords

  • Molecular Dynamics Simulation
  • Nuclear Magnetic Resonance, Biomolecular
  • Amino Acid Sequence
  • Intrinsically Disordered Proteins/chemistry
  • Calcium/metabolism
  • Sodium/metabolism
  • Protein Conformation

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