4.8 Article

Strain-Level Differentiation of Bacteria by Paper Spray Ionization Mass Spectrometry

Journal

ANALYTICAL CHEMISTRY
Volume 91, Issue 8, Pages 4964-4968

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acs.analchem.9b00330

Keywords

-

Funding

  1. National Institutes of Health [2R01DK088892-05A1]

Ask authors/readers for more resources

Paper spray ionization mass spectrometry (PSI-MS) is a relatively new analytical technique allowing for rapid mass spectrometric analysis of biological samples with little or no sample preparation. The expeditious nature of the analysis and minimal requirement for sample preparation make PSI-MS a promising avenue for future clinical assays with one potential application in the identification of different types of bacteria. Although past PSI-MS studies have demonstrated the ability to distinguish between bacteria of different species and morphological classes, achieving within-species strain-level differentiation has never been performed. In this report, we demonstrate the first strain-level bacterial differentiation by PSI-MS with the mammalian intestinal bacterium Oxalobacter formigenes (Oxf). This novel application holds promising clinical significance as it could be used to differentiate between pathogenic bacteria and their harmless, commensal relatives, saving time and money in clinical diagnostics. Both whole cells and cell lysates of Oxf strains HC1 and OxWR were analyzed using the Prosolia Velox 360 (TM) PSI source coupled to a Thermo Scientific QExactive high-resolution mass spectrometer with a rapid 30 s analytical method. Multivariate statistical analysis followed by examination of significant features provided for and confirmed differentiation between Oxf HC1 and OxWR. We report a panel of strain-exclusive metabolites that could serve as potential strain-indicating biomarkers.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Endocrinology & Metabolism

Untargeted metabolomic analysis in non-fasted diabetic dogs by UHPLC-HRMS

A. L. O'Kell, T. J. Garrett, C. Wasserfall, M. A. Atkinson

METABOLOMICS (2019)

Article Chemistry, Analytical

Analysis of Tryptophan Metabolites in Serum Using Wide-Isolation Strategies for UHPLC-HRMS/MS

Vanessa Y. Rubio, Joy G. Cagmat, Gary P. Wang, Richard A. Yost, Timothy J. Garrett

ANALYTICAL CHEMISTRY (2020)

Article Biochemical Research Methods

Rapid Prostate Cancer Noninvasive Biomarker Screening Using Segmented Flow Mass Spectrometry-Based Untargeted Metabolomics

Frederico G. Pinto, Iqbal Mahmud, Taylor A. Harmon, Vanessa Y. Rubio, Timothy J. Garrett

JOURNAL OF PROTEOME RESEARCH (2020)

Article Biochemistry & Molecular Biology

Antibiotics Effects on the Fecal Metabolome in Preterm Infants

Laura Patton, Nan Li, Timothy J. Garrett, J. Lauren Ruoss, Jordan T. Russell, Diomel de la Cruz, Catalina Bazacliu, Richard A. Polin, Eric W. Triplett, Josef Neu

METABOLITES (2020)

Article Biochemistry & Molecular Biology

Metabolomic Alteration in the Mouse Distal Colonic Mucosa after Oral Gavage with Oxalobacter formigenes

Casey A. Chamberlain, Marguerite Hatch, Timothy J. Garrett

METABOLITES (2020)

Review Biochemistry & Molecular Biology

Soluble Receptors Affecting Stroke Outcomes: Potential Biomarkers and Therapeutic Tools

Ayon Bhattacharya, Rani Ashouri, Madison Fangman, Alexandra Mazur, Timothy Garett, Sylvain Dore

Summary: Soluble receptors, formed through cleavage from membrane-bound counterparts, play key roles in inflammation, oxidative stress, and stroke management. Their unique structures enable them to modulate receptor signaling and exhibit dual functions in cell protection.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2021)

Article Endocrinology & Metabolism

Oxalobacter formigenes produces metabolites and lipids undetectable in oxalotrophic Bifidobacterium animalis

Casey A. Chamberlain, Marguerite Hatch, Timothy J. Garrett

METABOLOMICS (2020)

Article Endocrinology & Metabolism

Metabolomics by UHPLC-HRMS reveals the impact of heat stress on pathogen-elicited immunity in maize

Shawn A. Christensen, E'lysse A. Santana, Hans T. Alborn, Anna K. Block, Casey A. Chamberlain

Summary: This study investigated the molecular responses of maize to abiotic, biotic, and combinatorial stress using targeted and untargeted metabolomics. Results showed differential metabolite expression between heat stress, C. heterostrophus infection, and their controls, indicating that abiotic stress can predispose crops to more severe disease symptoms. The study highlights the importance of investigating defense chemistry in plants under combinatorial stress.

METABOLOMICS (2021)

Article Biochemistry & Molecular Biology

Metabolomic Profile of Personalized Donor Human Milk

Monica F. Torrez Lamberti, Evon DeBose-Scarlett, Timothy Garret, Leslie Ann Parker, Josef Neu, Graciela L. Lorca

MOLECULES (2020)

Article Biochemistry & Molecular Biology

Extracellular Vesicle Analysis by Paper Spray Ionization Mass Spectrometry

Casey A. Chamberlain, Marguerite Hatch, Timothy J. Garrett

Summary: This study introduces a novel application of PSI-MS for the analysis of bacterial EVs for the first time. The isolation and purification of EVs from bacterial culture supernatant using EV-specific affinity chromatography, characterization through nanoparticle tracking analysis, and identification of EV-derived metabolites, lipids, and peptides through PSI-MS represent a pioneering approach in the field of MS-based EV analysis.

METABOLITES (2021)

Article Biochemistry & Molecular Biology

A Checklist for Reproducible Computational Analysis in Clinical Metabolomics Research

Xinsong Du, Juan J. Aristizabal-Henao, Timothy J. Garrett, Mathias Brochhausen, William R. Hogan, Dominick J. Lemas

Summary: Clinical metabolomics is a novel approach for biomarker discovery, but ensuring reproducibility in clinical research using metabolomics data is challenging. Existing checklists may not be sufficient to guarantee reproducible metabolomics data processing. This paper introduces an eight-item checklist to guide researchers in making computational steps reproducible for clinical metabolomics studies.

METABOLITES (2022)

Article Cell Biology

A multidimensional metabolomics workflow to image biodistribution and evaluate pharmacodynamics in adult zebrafish

Madelyn M. Jackstadt, Casey A. Chamberlain, Steven R. Doonan, Leah P. Shriver, Gary J. Patti

Summary: A multidimensional metabolomics platform was validated in adult zebrafish for evaluating the mode of action of a drug and its potential off-target effects.

DISEASE MODELS & MECHANISMS (2022)

Article Nutrition & Dietetics

Untargeted Metabolomic Analysis of Lactation-Stage-Matched Human and Bovine Milk Samples at 2 Weeks Postnatal

Dominick J. Lemas, Xinsong Du, Bethany Dado-Senn, Ke Xu, Amanda Dobrowolski, Marina Magalhaes, Juan J. Aristizabal-Henao, Bridget E. Young, Magda Francois, Lindsay A. Thompson, Leslie A. Parker, Josef Neu, Jimena Laporta, Biswapriya B. Misra, Ismael Wane, Samih Samaan, Timothy J. Garrett

Summary: This study aims to identify unique metabolites that may impact infant health outcomes by analyzing the metabolome of human and bovine milk at 2 weeks of life. The results showed that more than 80% of the milk metabolome is shared between human and bovine milk during early lactation. These findings highlight untargeted metabolomics as a potential strategy to identify unique and shared metabolites in bovine and human milk that may relate to and impact infant health outcomes.

NUTRIENTS (2023)

Article Medical Laboratory Technology

Metabolomic and lipidomic characterization of an X-chromosome deletion disorder in neural progenitor cells by UHPLC-HRMS

Hoda Safari Yazd, Vanessa Y. Rubio, Casey A. Chamberlain, Richard A. Yost, Timothy J. Garrett

Summary: This study aimed to elucidate the human biochemistry in X chromosomal deletion disorders through metabolomic and lipidomic profiling, showing perturbations in metabolic pathways and lipids, impacting neurotransmitter generation and brain function. The findings suggest that rare X chromosomal deletion disorders are not only limited to alterations in local neuronal functions, but are also metabolic diseases.

JOURNAL OF MASS SPECTROMETRY AND ADVANCES IN THE CLINICAL LAB (2021)

No Data Available