A Novel Peptidomic Approach to Strain Typing of Clinical Acinetobacter baumannii Isolates Using Mass Spectrometry.

Honghui Wang, Steven K Drake, Chen Yong, Marjan Gucek, Margaret Tropea, Avi Z Rosenberg, John P Dekker, Anthony F Suffredini
Author Information
  1. Honghui Wang: Critical Care Medicine Department, Clinical Center.
  2. Steven K Drake: Critical Care Medicine Department, Clinical Center.
  3. Chen Yong: Proteomic Core Facility, National Heart Lung and Blood Institute.
  4. Marjan Gucek: Proteomic Core Facility, National Heart Lung and Blood Institute.
  5. Margaret Tropea: Critical Care Medicine Department, Clinical Center.
  6. Avi Z Rosenberg: Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases.
  7. John P Dekker: Microbiology Service, Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, MD.
  8. Anthony F Suffredini: Critical Care Medicine Department, Clinical Center, asuffredini@cc.nih.gov.

Abstract

BACKGROUND: Acinetobacter baumannii is a common nosocomial pathogen and strain-typing methods play an important role in hospital outbreak investigations and epidemiologic surveillance. We describe a method for identifying strain-specific peptide markers based on LC-MS/MS profiling of digested peptides. This method classified a test set of A. baumannii isolates collected from a hospital outbreak with discriminatory performance exceeding that of MALDI-TOF mass spectrometry.
METHODS: Following the construction of a species "pan-peptidome" by in silico translation and digestion of whole genome sequences, a hypothetical set of genome-specific peptides for an isolate was constructed from the disjoint set of the pan-peptidome and the isolate's calculated peptidome. The genome-specific peptidome guided selection of highly expressed genome-specific peptides from LC-MS/MS experimental profiles as potential peptide markers. The species specificity of each experimentally identified genome-specific peptide was confirmed through a Unipept lowest common ancestor analysis.
RESULTS: Fifteen A. baumannii isolates were analyzed to derive a set of genome- and species-specific peptides that could be used as peptide markers. Identified peptides were cross-checked with protein BLAST against a set of 22 A. baumannii whole genome sequences. A subset of these peptide markers was confirmed to be present in the actual peptide profiles generated by multiple reaction monitoring and targeted LC-MS/MS. The experimentally identified peptides separated these isolates into 6 strains that agreed with multilocus sequence typing analysis performed on the same isolates.
CONCLUSIONS: This approach may be generalizable to other bacterial species, and the peptides may be useful for rapid MS strain tracking of isolates with broad application to infectious disease diagnosis.

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Grants

  1. ZIA CL008063-13/Intramural NIH HHS

MeSH Term

Acinetobacter baumannii
Bacterial Typing Techniques
Chromatography, Liquid
Humans
Peptides
Proteomics
Tandem Mass Spectrometry

Chemicals

Peptides

Word Cloud

Created with Highcharts 10.0.0peptidespeptidebaumanniisetisolatesmarkersgenome-specificLC-MS/MSspeciesAcinetobactercommonhospitaloutbreakmethodwholegenomesequencespeptidomeprofilesexperimentallyidentifiedconfirmedanalysismayBACKGROUND:nosocomialpathogenstrain-typingmethodsplayimportantroleinvestigationsepidemiologicsurveillancedescribeidentifyingstrain-specificbasedprofilingdigestedclassifiedtestcollecteddiscriminatoryperformanceexceedingMALDI-TOFmassspectrometryMETHODS:Followingconstruction"pan-peptidome"silicotranslationdigestionhypotheticalisolateconstructeddisjointpan-peptidomeisolate'scalculatedguidedselectionhighlyexpressedexperimentalpotentialspecificityUnipeptlowestancestorRESULTS:Fifteenanalyzedderivegenome-species-specificusedIdentifiedcross-checkedproteinBLAST22subsetpresentactualgeneratedmultiplereactionmonitoringtargetedseparated6strainsagreedmultilocussequencetypingperformedCONCLUSIONS:approachgeneralizablebacterialusefulrapidMSstraintrackingbroadapplicationinfectiousdiseasediagnosisNovelPeptidomicApproachStrainTypingClinicalIsolatesUsingMassSpectrometry

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