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Updated: May 23, 2026
![Protein Film Infrared Electrochemistry Demonstrated for Study of H2 Oxidation by a [NiFe] Hydrogenase](/_next/image?url=https%3A%2F%2Fcloudfront.jove.com%2FCDNSource%2Fteasers%2F55858.jpg&w=3840&q=75)
Protein Film Infrared Electrochemistry Demonstrated for Study of H2 Oxidation by a [NiFe] Hydrogenase
Published on: December 4, 2017
TrAnsFuSE refines the search for protein function: oxidoreductases.
Arye Harel1, Paul Falkowski, Yana Bromberg
1Environmental Biophysics and Molecular Ecology Program, Institute of Marine and Coastal Science, Rutgers the State University of New Jersey, 71 Dudley Road, New Brunswick, NJ 08901, USA. harel@marine.rutgers.edu
We developed TrAnsFuSE, a novel method to identify oxidoreductase enzyme domains in unannotated sequences, improving accuracy by 11-14% over existing tools. This advances our understanding of ancient enzyme evolution and function.
Area of Science:
- Biochemistry and Molecular Biology
- Evolutionary Biology
- Bioinformatics
Background:
- Non-equilibrium catalysis by oxidoreductases, utilizing transition metals, is crucial for biological macromolecule element flux.
- These ancient enzyme domains, originating in microbes, are difficult to identify due to sequence divergence.
- Current homology-based methods for annotating uncharacterized protein sequences have limitations in accuracy and reliability.
Purpose of the Study:
- To develop a robust method for identifying redox enzyme domains in large, unannotated sequence datasets.
- To improve the accuracy of protein function annotation transfer for oxidoreductases.
- To enhance the study of evolutionary relationships and functional diversity of these critical enzymes.
Main Methods:
- Developed TrAnsFuSE, a computational approach combining profile-based searches with catalytic site annotations.
- Validated annotations of 104 InterPro domains involved in transition metal-mediated redox reactions.
- Utilized experimentally identified catalytic residues to refine sequence alignment-based function annotations.
Main Results:
- TrAnsFuSE demonstrated 11% and 14% higher accuracy than PSI-BLAST and InterPro, respectively.
- The method proved robust, achieving higher accuracy with comparable coverage when including metal-binding sites.
- Successfully identified redox domains across diverse oxidoreductases, primarily those using iron, copper, and molybdenum.
Conclusions:
- TrAnsFuSE significantly enhances the detection accuracy of redox domains in unannotated sequences.
- This method facilitates the study of vast amounts of genomic and metagenomic data.
- Improves understanding of oxidoreductase evolution and function, particularly ancient metalloenzymes.

