Distinct energetic blueprints diversify function of conserved protein folds
Malcolm L Wells1, Chenlin Lu1, Daniel Sultanov1
1Department of Biochemistry and Molecular Biophysics, Columbia University Irving Medical Center, New York, NY, USA.
Nature Chemistry
|June 5, 2026
Summary
Structural biology reveals conserved protein folds have diverse functions. Researchers mapped energetic landscapes of transcription factors and periplasmic binding proteins, finding unique
Area of Science:
- Structural biology
- Biochemistry
- Protein engineering
Background:
- Conserved protein folds can exhibit diverse biochemical functions.
- Understanding the link between protein structure, energy landscapes, and function is crucial.
Purpose of the Study:
- To investigate the energetic blueprints of bacterial transcription factors and periplasmic binding proteins.
- To determine if energy differences drive functional divergence despite conserved folds.
- To engineer novel protein functions through energy landscape manipulation.
Main Methods:
- Hydrogen exchange-mass spectrometry (HX-MS)
- Bioinformatics analysis
- X-ray crystallography
- Molecular dynamics simulations
- Rational protein redesign
Main Results:
- Identified distinct 'energetic blueprints' in homologous protein families with conserved folds.
- Demonstrated that these energy differences support unique functional requirements, even when binding similar ligands.
- Successfully engineered synthetic transcription factors with predictable ligand-induced transcriptional outputs via energy-driven design.
Conclusions:
- Decoding 'energetic blueprints' explains functional diversity in conserved protein folds.
- Protein energy landscapes offer a novel roadmap for rational protein design.
- This approach provides a distinct strategy for engineering proteins, including drug targets.
Related Concept Videos
Protein Folding
Overview
Protein Folding
Proteins are chains of amino acids linked together by peptide bonds. Upon synthesis, a protein folds into a three-dimensional conformation, critical to its biological function. Interactions between its constituent amino acids guide protein folding, and hence the protein structure is primarily dependent on its amino acid sequence.
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
Protein Folding
Overview
Conservation of Protein Domains Over Different Proteins
Protein domains are small structurally independent units that are part of a single amino acid chain. Although these domains are often structurally independent, they may rely on synergistic effects to perform their functions as part of a larger protein. Protein domains may be conserved within the same organism, as well as across different organisms.
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to form...
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to form...
Conserved Binding Sites
Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally analyses the...
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally analyses the...
Conserved Binding Sites
Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally analyses the...
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally analyses the...


