HeliyonBioinformaticsPeer-reviewed journal article
Visualizing the superfamily of metallo-β-lactamases through sequence similarity network neighborhood connectivity analysis
Abstract
The superfamily of metallo-{beta}-lactamases (MBL) comprises an ancient group of proteins found in all domains of life, sharing a characteristic {beta}{beta} fold and a histidine-rich motif for binding of transition metal ions, with the ability to catalyze a variety of hydrolysis and redox reactions. Herein, structural homology and sequence similarity network (SSN) analysis are used to assist the phylogenetic reconstruction of the MBL superfamily, introducing tanglegrams to evaluate structure-function relationships. SSN neighborhood connectivity is applied for spotting protein families within SSN clusters, showing that 98 % of the superfamily remains to be explored experimentally. Further SSN research is suggested in order to determine their topological properties, which will be instrumental for the improvement of automated sequence annotation methods.
- Citations
- 36
- FWCI
- 2.90
- Field percentile
- top 7%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Metal binding site alignment enables network-driven discovery of recurrent geometries across sequence-divergent proteins and drug off-targets
Vetle Simensen, Eivind Almaas·PLoS Computational BiologyPeer-reviewed·Aug 28, 2026
- An objective criterion to evaluate sequence-similarity networks helps in dividing the protein family sequence space
Bastian Hornung, Nicolas Terrapon·PLoS Computational BiologyPeer-reviewed·Aug 16, 2023
- Structure-Informed Stress-Testing of the Standard Numbering Scheme for Class B β-Lactamases Using AlphaFold2
Muhammad Musshif Khan Niazi, Haris Ahmed Khan·bioRxiv·Oct 3, 2026
- Phylogenetic Analysis of Beta-Lactamases Reveals Distinct Evolutionary Patterns of Chromosomal and Plasmid-Encoded BLs and the Mosaic Role of VIM Linking NDM and IMP
Ananya Anurag Anand, Vidushi Yadav, … Sintu Kumar Samanta·bioRxiv·Oct 8, 2025
- Exploring large protein sequence space through homology- and representation-based hierarchical clustering
John Z. Chen, Barnabas Gall, … Colin J. Jackson·Molecular Biology and EvolutionPeer-reviewed·Jun 1, 2025
- Functional diversity across families of bacterial metalloregulators: what can we learn about specificity from sequence similarity?
Johnma J. Rondón, Giuliano T. Antelo, Daiana A. Capdevila·bioRxiv·May 5, 2026