Nature CommunicationsMicrobiologyPeer-reviewed journal article
IDBac: an open-access web platform and compendium for the identification of bacteria by MALDI-TOF mass spectrometry.
Nyssa K. KrulliD, Michael J. StrobeliD, Julia Saulog, Liana ZaroubiiD, Bruno Sachetto PauloiD, Mandisa Timba, Douglas R. Braun, Gabrielle MingolelliiD, Jessia Raherisoanjato, Robert A. ShepherdiD, Abigail F. ScottiD, Carlo De SilvaiD, Claire H. Fergusson, Zachary Daniel, Sriya Pokharel, Sean B. RomanowskiiD, Antonio Bencomo HernándeziD, Mónica Monge-LoríaiD, Claire E. Dylla, Manasi M. NatuiD, Valentina Z. PetukhovaiD, Chase M. ClarkiD, Neha GargiD, Paul R. JenseniD, Adriana BlachowicziD, , Brian T. MurphyiD
Abstract
The identification and analysis of bacteria is central to the microbiological sciences. While gene sequencing methods have been the standard to achieve this, use of MALDI-TOF mass spectrometry (MS), particularly in clinical microbiology, provides high-throughput identification to the subspecies level. However, biotyping has yet to be adopted outside of clinical settings due to the lack of a centralized public database of MS protein signatures that would facilitate isolate identification via spectral comparison. Further, current platforms lack meaningful ways to compare multiple properties from large numbers of bacterial isolates. Herein we present the IDBac web platform, a crowd-sourced central knowledgebase of protein MS signatures of >1400 strains spanning 6 bacterial phyla. Accompanying the knowledgebase is analysis infrastructure to identify unknown isolates, probe relationships within culture collections using metadata integration, and visualize specialized metabolite differences within groups of closely related bacteria. To highlight this utility and encourage wide community contribution, examples of each are presented.
- organism: bacteria (other)
- assay: metagenomics
- research focus: database / resource
- approach: experimental assay
- Citations
- 3
- FWCI
- 13.84
- Field percentile
- top 1%
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
- Coupling MALDI-TOF mass spectrometry protein and specialized metabolite analyses to rapidly discriminate bacterial function
C. M. Clark, M. S. Costa, … B. T. Murphy·bioRxiv·Feb 5, 2018
- MicrobeMS - A MATLAB Toolbox for Microbial Identification Based on Mass Spectrometry
Peter Lasch·bioRxiv·May 12, 2026
- Proteomic changes in bacteria caused by exposure to environmental conditions can be detected by Matrix-Assisted Laser Desorption/Ionization - Time of Flight (MALDI-ToF) Mass Spectrometry
D. Chac, M. Kordahi, … R. W. DePaolo·bioRxiv·Jan 24, 2020
- Fast and accurate bacterial species identification in biological samples using LC-MS/MS mass spectrometry and machine learning
F. Roux-Dalvai, C. Gotti, … A. Droit·bioRxiv·May 10, 2019
- Up-to-date MALDI-TOF MS based identification of the complete Corynebacterium diphtheriae species complex for improved diagnostics
Jörg Rau, Anja Berger, … Reinhard Sting·Journal of Clinical MicrobiologyPeer-reviewed·May 22, 2026
- NovoTax: prokaryotic strain identification from mass spectrometry-based proteomics data
Dennis Svedberg, André Mateus·bioRxiv·Apr 6, 2026