Literature DB >> 24067765

Differentiation of microbial species and strains in coculture biofilms by multivariate analysis of laser desorption postionization mass spectra.

Chhavi Bhardwaj1, Yang Cui, Theresa Hofstetter, Suet Yi Liu, Hans C Bernstein, Ross P Carlson, Musahid Ahmed, Luke Hanley.   

Abstract

7.87 to 10.5 eV vacuum ultraviolet (VUV) photon energies were used in laser desorption postionization mass spectrometry (LDPI-MS) to analyze biofilms comprised of binary cultures of interacting microorganisms. The effect of photon energy was examined using both tunable synchrotron and laser sources of VUV radiation. Principal components analysis (PCA) was applied to the MS data to differentiate species in Escherichia coli-Saccharomyces cerevisiae coculture biofilms. PCA of LDPI-MS also differentiated individual E. coli strains in a biofilm comprised of two interacting gene deletion strains, even though these strains differed from the wild type K-12 strain by no more than four gene deletions each out of approximately 2000 genes. PCA treatment of 7.87 eV LDPI-MS data separated the E. coli strains into three distinct groups, two "pure" groups, and a mixed region. Furthermore, the "pure" regions of the E. coli cocultures showed greater variance by PCA at 7.87 eV photon energies compared to 10.5 eV radiation. This is consistent with the expectation that the 7.87 eV photoionization selects a subset of low ionization energy analytes while 10.5 eV is more inclusive, detecting a wider range of analytes. These two VUV photon energies therefore give different spreads via PCA and their respective use in LDPI-MS constitute an additional experimental parameter to differentiate strains and species.

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Year:  2013        PMID: 24067765      PMCID: PMC3833099          DOI: 10.1039/c3an01389h

Source DB:  PubMed          Journal:  Analyst        ISSN: 0003-2654            Impact factor:   4.616


  41 in total

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2.  Imaging with mass spectrometry: a secondary ion and VUV-photoionization study of ion-sputtered atoms and clusters from GaAs and Au.

Authors:  Lynelle K Takahashi; Jia Zhou; Kevin R Wilson; Stephen R Leone; Musahid Ahmed
Journal:  J Phys Chem A       Date:  2009-04-23       Impact factor: 2.781

3.  Molecular imaging and depth profiling of biomaterials interfaces by femtosecond laser desorption postionization mass spectrometry.

Authors:  Yang Cui; Chhavi Bhardwaj; Slobodan Milasinovic; Ross P Carlson; Robert J Gordon; Luke Hanley
Journal:  ACS Appl Mater Interfaces       Date:  2013-08-15       Impact factor: 9.229

4.  Synthetic Escherichia coli consortia engineered for syntrophy demonstrate enhanced biomass productivity.

Authors:  Hans C Bernstein; Steven D Paulson; Ross P Carlson
Journal:  J Biotechnol       Date:  2011-10-12       Impact factor: 3.307

5.  Depth profiling and imaging capabilities of an ultrashort pulse laser ablation time of flight mass spectrometer.

Authors:  Yang Cui; Jerry F Moore; Slobodan Milasinovic; Yaoming Liu; Robert J Gordon; Luke Hanley
Journal:  Rev Sci Instrum       Date:  2012-09       Impact factor: 1.523

6.  Quantification of antibiotic in biofilm-inhibiting multilayers by 7.87 eV laser desorption postionization MS imaging.

Authors:  Melvin Blaze M T; Artem Akhmetov; Berdan Aydin; Praneeth D Edirisinghe; Gulsah Uygur; Luke Hanley
Journal:  Anal Chem       Date:  2012-10-10       Impact factor: 6.986

7.  In situ cell-by-cell imaging and analysis of small cell populations by mass spectrometry.

Authors:  Bindesh Shrestha; Joseph M Patt; Akos Vertes
Journal:  Anal Chem       Date:  2011-03-09       Impact factor: 6.986

8.  Identification and imaging of peptides and proteins on Enterococcus faecalis biofilms by matrix assisted laser desorption ionization mass spectrometry.

Authors:  Melvin Blaze M T; Berdan Aydin; Ross P Carlson; Luke Hanley
Journal:  Analyst       Date:  2012-09-10       Impact factor: 4.616

9.  Molecular analysis of model gut microbiotas by imaging mass spectrometry and nanodesorption electrospray ionization reveals dietary metabolite transformations.

Authors:  Christopher M Rath; Theodore Alexandrov; Steven K Higginbottom; Jiao Song; Marcos E Milla; Michael A Fischbach; Justin L Sonnenburg; Pieter C Dorrestein
Journal:  Anal Chem       Date:  2012-10-10       Impact factor: 6.986

Review 10.  Microbial Consortia Engineering for Cellular Factories: in vitro to in silico systems.

Authors:  Hans C Bernstein; Ross P Carlson
Journal:  Comput Struct Biotechnol J       Date:  2012-12-01       Impact factor: 7.271

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  2 in total

1.  Two-dimensional and three-dimensional dynamic imaging of live biofilms in a microchannel by time-of-flight secondary ion mass spectrometry.

Authors:  Xin Hua; Matthew J Marshall; Yijia Xiong; Xiang Ma; Yufan Zhou; Abigail E Tucker; Zihua Zhu; Songqin Liu; Xiao-Ying Yu
Journal:  Biomicrofluidics       Date:  2015-05-05       Impact factor: 2.800

Review 2.  Symbiosis-inspired approaches to antibiotic discovery.

Authors:  Navid Adnani; Scott R Rajski; Tim S Bugni
Journal:  Nat Prod Rep       Date:  2017-07-06       Impact factor: 13.423

  2 in total

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