1
|
Cheng Q, Parvin B. Rapid identification of a subset of foodborne bacteria in live-cell assays. Appl Microbiol Biotechnol 2020; 104:10571-10584. [PMID: 33185701 DOI: 10.1007/s00253-020-10970-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 09/06/2020] [Accepted: 10/21/2020] [Indexed: 11/28/2022]
Abstract
The detection and identification of microbial pathogens in meat and fresh produce play an essential role in food safety for reducing foodborne illnesses every year. A new approach based on targeting a specific sequence of the 16S rRNA region for each bacterium is proposed and validated. The probe complex consists of a C60, a conjugated RNA detector which targets a specific 16S rRNA sequence, and a complementary fluorescent reporter. The RNA detectors were designed by integrating NIH nucleotide and Vienna RNA Webservice databases, and their specificities were validated by the RDP database. Probe complexes were synthesized for identifying E. coli K12, E. coli O157: H7, S. enterica, Y. enterocolitica, C. perfringens, and L. monocytogenes. First, under controlled conditions of known bacterial mixtures, the efficiency and crosstalk for identifying the foodborne bacteria were quantified to be above 94% and below 5%, respectively. Second, experiments were designed by inoculating meat products by known numbers of bacteria and measuring the limit of detection. In one experiment, 225 g of autoclaved ground chicken was inoculated with 9 E. coli O157:H7, where 6.8 ± 1.2 bacteria with 95% confidence interval were recovered. Third, by positionally printing probe complexes in microwells, specific microorganisms were identified with only one fluorophore. The proposed protocol is a cell-based system, can identify live bacteria in 15 min, requires no amplification, and has the potential to open new surveillance opportunities.Key points• The identification of foodborne bacteria is enabled in live-cell assays.• The limit of detection for 100 g of fresh chicken breast inoculated with 4 bacteria is 2.7 ± 1.4 with 95% confidence interval.• The identification of five bacteria in a coded microwell chip is enabled with only one fluorophore.
Collapse
Affiliation(s)
- Qingsu Cheng
- Department of Electrical and Biomedical Engineering, University of Nevada, Reno, 1664 N. Virginia St., NV, 89557, Reno, USA.,Department of Cell and Molecular Biology, University of Nevada, Reno, 1664 N. Virginia St., Reno, NV, 89557, USA
| | - Bahram Parvin
- Department of Electrical and Biomedical Engineering, University of Nevada, Reno, 1664 N. Virginia St., NV, 89557, Reno, USA. .,Department of Cell and Molecular Biology, University of Nevada, Reno, 1664 N. Virginia St., Reno, NV, 89557, USA.
| |
Collapse
|
2
|
Das S, Fiedler J, Stauffert O, Walter M, Buhmann SY, Presselt M. Macroscopic quantum electrodynamics and density functional theory approaches to dispersion interactions between fullerenes. Phys Chem Chem Phys 2020; 22:23295-23306. [PMID: 33034333 DOI: 10.1039/d0cp02863k] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The processing and material properties of commercial organic semiconductors, for e.g. fullerenes is largely controlled by their precise arrangements, specially intermolecular symmetries, distances and orientations, more specifically, molecular polarisabilities. These supramolecular parameters heavily influence their electronic structure, thereby determining molecular photophysics and therefore dictating their usability as n-type semiconductors. In this article we evaluate van der Waals potentials of a fullerene dimer model system using two approaches: (a) Density Functional Theory and, (b) Macroscopic Quantum Electrodynamics, which is particularly suited for describing long-range van der Waals interactions. Essentially, we determine and explain the model symmetry, distance and rotational dependencies on binding energies and spectral changes. The resultant spectral tuning is compared using both methods showing correspondence within the constraints placed by the different model assumptions. We envision that the application of macroscopic methods and structure/property relationships laid forward in this article will find use in fundamental supramolecular electronics.
Collapse
Affiliation(s)
- Saunak Das
- Institute of Physical Chemistry (IPC), Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany. and Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Str. 9, 07745 Jena, Germany and Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Johannes Fiedler
- Institute of Physics, Albert-Ludwigs University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany. and Centre for Materials Science and Nanotechnology, Department of Physics, University of Oslo, P.O. Box 1048 Blindern, 0316 Oslo, Norway
| | - Oliver Stauffert
- Institute of Physics, Albert-Ludwigs University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany.
| | - Michael Walter
- Institute of Physics, Albert-Ludwigs University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany. and FIT Freiburg Centre for Interactive Materials and Bioinspired Technologies, University of Freiburg, Georges-Köhler-Allee 105, 79110 Freiburg, Germany and Cluster of Excellence livMatS @ FIT - Freiburg Center for Interactive Materials and Bioinspired Technologies, University of Freiburg, Georges-Köhler-Allee 105, 79110 Freiburg, Germany and Frauenhofer IWM, MikroTribologie Centrum μTC, Wöhlerstrasse 11, 79108 Freiburg, Germany
| | - Stefan Yoshi Buhmann
- Institute of Physics, Albert-Ludwigs University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany.
| | - Martin Presselt
- Institute of Physical Chemistry (IPC), Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany. and Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Str. 9, 07745 Jena, Germany and Center for Energy and Environmental Chemistry Jena (CEEC Jena), Friedrich Schiller University Jena, Philosophenweg 7a, 07743 Jena, Germany and Sciclus GmbH & Co. KG, Moritz-von-Rohr-Str. 1a, 07745 Jena, Germany
| |
Collapse
|
3
|
Fiedler J, Persson C, Boström M, Buhmann SY. Orientational Dependence of the van der Waals Interactions for Finite-Sized Particles. J Phys Chem A 2018; 122:4663-4669. [PMID: 29683677 DOI: 10.1021/acs.jpca.8b01989] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Dispersion forces, especially van der Waals forces as interactions between neutral and polarizable particles act at small distances between two objects. Their theoretical origin lies in the electromagnetic interaction between induced dipole moments caused by the vacuum fluctuations of the ground-state electromagnetic field. The resulting theory well describes the experimental situation in the limit of the point dipole assumption. At smaller distances, where the finite size of the particles has to be taken into account, this description fails and has to be corrected by higher orders of the multipole expansion, such as quadrupole moments and so on. With respect to the complexity of the spatial properties of the particles this task requires a considerable effort. In order to describe the van der Waals interaction between such particles, we apply the established method of a spatially spread out polarizability distribution to approximate the higher orders of the multipole expansion. We thereby construct an effective theory for effects from anisotropy and finite size on the van der Waals potential.
Collapse
Affiliation(s)
- Johannes Fiedler
- Physikalisches Institut , Albert-Ludwigs-Universität Freiburg , Hermann-Herder-Strasse 3 , 79104 Freiburg , Germany.,Centre for Materials Science and Nanotechnology, Department of Physics , University of Oslo , P.O. Box 1048 Blindern, NO-0316 Oslo , Norway
| | - Clas Persson
- Centre for Materials Science and Nanotechnology, Department of Physics , University of Oslo , P.O. Box 1048 Blindern, NO-0316 Oslo , Norway
| | - Mathias Boström
- Department of Energy and Process Engineering , Norwegian University of Science and Technology , NO-7491 Trondheim , Norway
| | - Stefan Y Buhmann
- Physikalisches Institut , Albert-Ludwigs-Universität Freiburg , Hermann-Herder-Strasse 3 , 79104 Freiburg , Germany.,Freiburg Institute for Advanced Studies , Albert-Ludwigs-Universität Freiburg , Albertstrasse 19 , 79104 Freiburg , Germany
| |
Collapse
|
4
|
Fiedler J, Thiyam P, Kurumbail A, Burger FA, Walter M, Persson C, Brevik I, Parsons DF, Boström M, Buhmann SY. Effective Polarizability Models. J Phys Chem A 2017; 121:9742-9751. [DOI: 10.1021/acs.jpca.7b10159] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Johannes Fiedler
- Physikalisches
Institut, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Strasse 3, 79104 Freiburg, Germany
| | - Priyadarshini Thiyam
- Department
of Materials Science and Engineering, KTH, Royal Institute of Technology, SE-100 44 Stockholm, Sweden
- Centre
for Materials Science and Nanotechnology, Department of Physics, University of Oslo, P.O.
Box 1048, Blindern, NO-0316 Oslo, Norway
| | - Anurag Kurumbail
- Department
of Energy and Process Engineering, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway
| | - Friedrich A. Burger
- Physikalisches
Institut, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Strasse 3, 79104 Freiburg, Germany
| | - Michael Walter
- Physikalisches
Institut, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Strasse 3, 79104 Freiburg, Germany
- FIT Freiburg Centre for Interactive Materials and Bioinspired Technologies, Georges-Köhler-Allee 105, 79110 Freiburg, Germany
- Fraunhofer IWM, Wöhlerstrasse
11, D-79108 Freiburg
i. Br., Germany
| | - Clas Persson
- Department
of Materials Science and Engineering, KTH, Royal Institute of Technology, SE-100 44 Stockholm, Sweden
- Centre
for Materials Science and Nanotechnology, Department of Physics, University of Oslo, P.O.
Box 1048, Blindern, NO-0316 Oslo, Norway
| | - Iver Brevik
- Department
of Energy and Process Engineering, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway
| | - Drew F. Parsons
- School
of Engineering and IT, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia
| | - Mathias Boström
- Department
of Energy and Process Engineering, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway
| | - Stefan Y. Buhmann
- Physikalisches
Institut, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Strasse 3, 79104 Freiburg, Germany
- Freiburg
Institute for Advanced Studies, Albert-Ludwigs-Universität Freiburg, Albertstrasse 19, 79104 Freiburg, Germany
| |
Collapse
|
5
|
Cheng Q, Parvin B. Buckyballs conjugated with nucleic acid sequences identifies microorganisms in live cell assays. J Nanobiotechnology 2017; 15:78. [PMID: 29121930 PMCID: PMC5679147 DOI: 10.1186/s12951-017-0315-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 10/31/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Rapid identification of bacteria can play an important role at the point of care, evaluating the health of the ecosystem, and discovering spatiotemporal distributions of a bacterial community. We introduce a method for rapid identification of bacteria in live cell assays based on cargo delivery of a nucleic acid sequence and demonstrate how a mixed culture can be differentiated using a simple microfluidic system. METHODS C60 Buckyballs are functionalized with nucleic acid sequences and a fluorescent reporter to show that a diversity of microorganisms can be detected and identified in live cell assays. The nucleic acid complexes include an RNA detector, targeting a species-specific sequence in the 16S rRNA, and a complementary DNA with an attached fluorescent reporter. As a result, each bacterium can be detected and visualized at a specific emission frequency through fluorescence microscopy. RESULTS The C60 probe complexes can detect and identify a diversity of microorganisms that include gram-position and negative bacteria, yeast, and fungi. More specifically, nucleic-acid probes are designed to identify mixed cultures of Bacillus subtilis and Streptococcus sanguinis, or Bacillus subtilis and Pseudomonas aeruginosa. The efficiency, cross talk, and accuracy for the C60 probe complexes are reported. Finally, to demonstrate that mixed cultures can be separated, a microfluidic system is designed that connects a single source-well to multiple sinks wells, where chemo-attractants are placed in the sink wells. The microfluidic system allows for differentiating a mixed culture. CONCLUSIONS The technology allows profiling of bacteria composition, at a very low cost, for field studies and point of care.
Collapse
Affiliation(s)
- Qingsu Cheng
- Department of Electrical and Biomedical Engineering, University of Nevada, Reno, NV, 89557, USA
| | - Bahram Parvin
- Department of Electrical and Biomedical Engineering, University of Nevada, Reno, NV, 89557, USA.
| |
Collapse
|