Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli

Lipopolysaccharide (LPS) is the unique feature that composes the outer leaflet of the Gram-negative bacterial cell envelope. Variations in LPS structures affect a number of physiological processes, including outer membrane permeability, antimicrobial resistance, recognition by the host immune system...

Full description

Bibliographic Details
Main Authors: Qianru Wang, Hyungseok Kim, Tiffany M. Halvorsen, Sijie Chen, Christopher S. Hayes, Cullen R. Buie
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2023.991784/full
_version_ 1797904688335552512
author Qianru Wang
Hyungseok Kim
Tiffany M. Halvorsen
Sijie Chen
Christopher S. Hayes
Cullen R. Buie
author_facet Qianru Wang
Hyungseok Kim
Tiffany M. Halvorsen
Sijie Chen
Christopher S. Hayes
Cullen R. Buie
author_sort Qianru Wang
collection DOAJ
description Lipopolysaccharide (LPS) is the unique feature that composes the outer leaflet of the Gram-negative bacterial cell envelope. Variations in LPS structures affect a number of physiological processes, including outer membrane permeability, antimicrobial resistance, recognition by the host immune system, biofilm formation, and interbacterial competition. Rapid characterization of LPS properties is crucial for studying the relationship between these LPS structural changes and bacterial physiology. However, current assessments of LPS structures require LPS extraction and purification followed by cumbersome proteomic analysis. This paper demonstrates one of the first high-throughput and non-invasive strategies to directly distinguish Escherichia coli with different LPS structures. Using a combination of three-dimensional insulator-based dielectrophoresis (3DiDEP) and cell tracking in a linear electrokinetics assay, we elucidate the effect of structural changes in E. coli LPS oligosaccharides on electrokinetic mobility and polarizability. We show that our platform is sufficiently sensitive to detect LPS structural variations at the molecular level. To correlate electrokinetic properties of LPS with the outer membrane permeability, we further examined effects of LPS structural variations on bacterial susceptibility to colistin, an antibiotic known to disrupt the outer membrane by targeting LPS. Our results suggest that microfluidic electrokinetic platforms employing 3DiDEP can be a useful tool for isolating and selecting bacteria based on their LPS glycoforms. Future iterations of these platforms could be leveraged for rapid profiling of pathogens based on their surface LPS structural identity.
first_indexed 2024-04-10T09:52:57Z
format Article
id doaj.art-336042ec0fe34beabbc29903152b160d
institution Directory Open Access Journal
issn 2296-4185
language English
last_indexed 2024-04-10T09:52:57Z
publishDate 2023-02-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Bioengineering and Biotechnology
spelling doaj.art-336042ec0fe34beabbc29903152b160d2023-02-16T13:49:37ZengFrontiers Media S.A.Frontiers in Bioengineering and Biotechnology2296-41852023-02-011110.3389/fbioe.2023.991784991784Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coliQianru Wang0Hyungseok Kim1Tiffany M. Halvorsen2Sijie Chen3Christopher S. Hayes4Cullen R. Buie5Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United StatesDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United StatesDepartment of Molecular, Cellular and Developmental Biology, University of California, Santa Barbara, Santa Barbara, CA, United StatesDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United StatesDepartment of Molecular, Cellular and Developmental Biology, University of California, Santa Barbara, Santa Barbara, CA, United StatesDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, United StatesLipopolysaccharide (LPS) is the unique feature that composes the outer leaflet of the Gram-negative bacterial cell envelope. Variations in LPS structures affect a number of physiological processes, including outer membrane permeability, antimicrobial resistance, recognition by the host immune system, biofilm formation, and interbacterial competition. Rapid characterization of LPS properties is crucial for studying the relationship between these LPS structural changes and bacterial physiology. However, current assessments of LPS structures require LPS extraction and purification followed by cumbersome proteomic analysis. This paper demonstrates one of the first high-throughput and non-invasive strategies to directly distinguish Escherichia coli with different LPS structures. Using a combination of three-dimensional insulator-based dielectrophoresis (3DiDEP) and cell tracking in a linear electrokinetics assay, we elucidate the effect of structural changes in E. coli LPS oligosaccharides on electrokinetic mobility and polarizability. We show that our platform is sufficiently sensitive to detect LPS structural variations at the molecular level. To correlate electrokinetic properties of LPS with the outer membrane permeability, we further examined effects of LPS structural variations on bacterial susceptibility to colistin, an antibiotic known to disrupt the outer membrane by targeting LPS. Our results suggest that microfluidic electrokinetic platforms employing 3DiDEP can be a useful tool for isolating and selecting bacteria based on their LPS glycoforms. Future iterations of these platforms could be leveraged for rapid profiling of pathogens based on their surface LPS structural identity.https://www.frontiersin.org/articles/10.3389/fbioe.2023.991784/fulllipopolysaccharidedielectrophoresislinear electrokineticsouter membrane permeabilitycolistin susceptibility
spellingShingle Qianru Wang
Hyungseok Kim
Tiffany M. Halvorsen
Sijie Chen
Christopher S. Hayes
Cullen R. Buie
Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli
Frontiers in Bioengineering and Biotechnology
lipopolysaccharide
dielectrophoresis
linear electrokinetics
outer membrane permeability
colistin susceptibility
title Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli
title_full Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli
title_fullStr Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli
title_full_unstemmed Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli
title_short Leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in E. coli
title_sort leveraging microfluidic dielectrophoresis to distinguish compositional variations of lipopolysaccharide in e coli
topic lipopolysaccharide
dielectrophoresis
linear electrokinetics
outer membrane permeability
colistin susceptibility
url https://www.frontiersin.org/articles/10.3389/fbioe.2023.991784/full
work_keys_str_mv AT qianruwang leveragingmicrofluidicdielectrophoresistodistinguishcompositionalvariationsoflipopolysaccharideinecoli
AT hyungseokkim leveragingmicrofluidicdielectrophoresistodistinguishcompositionalvariationsoflipopolysaccharideinecoli
AT tiffanymhalvorsen leveragingmicrofluidicdielectrophoresistodistinguishcompositionalvariationsoflipopolysaccharideinecoli
AT sijiechen leveragingmicrofluidicdielectrophoresistodistinguishcompositionalvariationsoflipopolysaccharideinecoli
AT christophershayes leveragingmicrofluidicdielectrophoresistodistinguishcompositionalvariationsoflipopolysaccharideinecoli
AT cullenrbuie leveragingmicrofluidicdielectrophoresistodistinguishcompositionalvariationsoflipopolysaccharideinecoli