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<p>High-resolution energetic information about protein conformational ensembles is essential for understanding protein function, yet remains challenging to obtain. Here we present PIGEON-FEATHER, a method for calculating ensemble free energies of opening (∆<i>G</i><sub>op</sub>) at single-amino-acid or near-single-amino-acid resolution for proteins of all sizes from hydrogen exchange–mass spectrometry (HX–MS) data. PIGEON-FEATHER disambiguates and reconstructs all experimentally measured HX–MS isotopic mass envelopes using a Bayesian Monte Carlo sampling approach. We applied PIGEON-FEATHER to reveal how <i>Escherichia</i> <i>coli</i> and human dihydrofolate reductases (ecDHFR and hDHFR) have evolved distinct ensembles. We show how two competitive inhibitors bind these orthologs differently, solving the longstanding mystery of why both therapeutic molecules inhibit ecDHFR but only one inhibits hDHFR. Extending PIGEON-FEATHER to a large protein–DNA complex, we mapped ligand-induced ensemble reweighting in the <i>E</i>. <i>coli</i> <i>lac</i> repressor to describe the functional switching mechanism crucial for transcriptional regulation.</p><p></p>

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Site-resolved energetic information from HX–MS experiments

  • 期刊论文

  • 发表日期：

    2025年10月17日

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  • Chenlin Lu,
  • Malcolm L. Wells,
  • Andrew Reckers,
  • Savannah K. McBride,
  • Anum Glasgow

摘要

High-resolution energetic information about protein conformational ensembles is essential for understanding protein function, yet remains challenging to obtain. Here we present PIGEON-FEATHER, a method for calculating ensemble free energies of opening (∆Gop) at single-amino-acid or near-single-amino-acid resolution for proteins of all sizes from hydrogen exchange–mass spectrometry (HX–MS) data. PIGEON-FEATHER disambiguates and reconstructs all experimentally measured HX–MS isotopic mass envelopes using a Bayesian Monte Carlo sampling approach. We applied PIGEON-FEATHER to reveal how Escherichia coli and human dihydrofolate reductases (ecDHFR and hDHFR) have evolved distinct ensembles. We show how two competitive inhibitors bind these orthologs differently, solving the longstanding mystery of why both therapeutic molecules inhibit ecDHFR but only one inhibits hDHFR. Extending PIGEON-FEATHER to a large protein–DNA complex, we mapped ligand-induced ensemble reweighting in the E. coli lac repressor to describe the functional switching mechanism crucial for transcriptional regulation.