1
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Gheorghe CE, Leigh SJ, Tofani GSS, Bastiaanssen TFS, Lyte JM, Gardellin E, Govindan A, Strain C, Martinez-Herrero S, Goodson MS, Kelley-Loughnane N, Cryan JF, Clarke G. The microbiota drives diurnal rhythms in tryptophan metabolism in the stressed gut. Cell Rep 2024; 43:114079. [PMID: 38613781 DOI: 10.1016/j.celrep.2024.114079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 02/09/2024] [Accepted: 03/22/2024] [Indexed: 04/15/2024] Open
Abstract
Chronic stress disrupts microbiota-gut-brain axis function and is associated with altered tryptophan metabolism, impaired gut barrier function, and disrupted diurnal rhythms. However, little is known about the effects of acute stress on the gut and how it is influenced by diurnal physiology. Here, we used germ-free and antibiotic-depleted mice to understand how microbiota-dependent oscillations in tryptophan metabolism would alter gut barrier function at baseline and in response to an acute stressor. Cecal metabolomics identified tryptophan metabolism as most responsive to a 15-min acute stressor, while shotgun metagenomics revealed that most bacterial species exhibiting rhythmicity metabolize tryptophan. Our findings highlight that the gastrointestinal response to acute stress is dependent on the time of day and the microbiome, with a signature of stress-induced functional alterations in the ileum and altered tryptophan metabolism in the colon.
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Affiliation(s)
- Cassandra E Gheorghe
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Psychiatry and Neurobehavioural Science, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Sarah-Jane Leigh
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Psychiatry and Neurobehavioural Science, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Gabriel S S Tofani
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Thomaz F S Bastiaanssen
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Joshua M Lyte
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Psychiatry and Neurobehavioural Science, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Elisa Gardellin
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Psychiatry and Neurobehavioural Science, University College Cork, T12 CY82 Cork, Ireland
| | - Ashokkumar Govindan
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Teagasc Moorepark Food Research Centre, Fermoy Co, P61 C996 Cork, Ireland
| | - Conall Strain
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Teagasc Moorepark Food Research Centre, Fermoy Co, P61 C996 Cork, Ireland
| | - Sonia Martinez-Herrero
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Psychiatry and Neurobehavioural Science, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Michael S Goodson
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45324, USA
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45324, USA
| | - John F Cryan
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Anatomy and Neuroscience, University College Cork, T12 CY82 Cork, Ireland
| | - Gerard Clarke
- APC Microbiome Ireland, University College Cork, T12 CY82 Cork, Ireland; Department of Psychiatry and Neurobehavioural Science, University College Cork, T12 CY82 Cork, Ireland.
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2
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Wagner DN, Varaljay VA, Lyon WJ, Crouch AL, Allex-Buckner C, Biffinger JC, Crookes-Goodson WJ, Kelley-Loughnane N, Stamps BW. Correction for Wagner et al., "Draft genome sequence of potentially dikaryotic black fungus Aureobasidium melanogenum isolated from aircraft". Microbiol Resour Announc 2024:e0032324. [PMID: 38647292 DOI: 10.1128/mra.00323-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024] Open
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3
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Roman VA, Crable BR, Wagner DN, Gryganskyi A, Zelik S, Cummings L, Hung CS, Nadeau LJ, Schratz L, Haridas S, Pangilinan J, Lipzen A, Na H, Yan M, Ng V, Grigoriev IV, Barlow D, Biffinger J, Kelley-Loughnane N, Crookes-Goodson WJ, Stamps B, Varaljay VA. Identification and recombinant expression of a cutinase from Papiliotrema laurentii that hydrolyzes natural and synthetic polyesters. Appl Environ Microbiol 2024:e0169423. [PMID: 38624219 DOI: 10.1128/aem.01694-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 03/21/2024] [Indexed: 04/17/2024] Open
Abstract
Given the multitude of extracellular enzymes at their disposal, many of which are designed to degrade nature's polymers (lignin, cutin, cellulose, etc.), fungi are adept at targeting synthetic polyesters with similar chemical composition. Microbial-influenced deterioration of xenobiotic polymeric surfaces is an area of interest for material scientists as these are important for the conservation of the underlying structural materials. Here, we describe the isolation and characterization of the Papiliotrema laurentii 5307AH (P. laurentii) cutinase, Plcut1. P. laurentii is basidiomycete yeast with the ability to disperse Impranil-DLN (Impranil), a colloidal polyester polyurethane, in agar plates. To test whether the fungal factor involved in this clearing was a secreted enzyme, we screened the ability of P. laurentii culture supernatants to disperse Impranil. Using size exclusion chromatography (SEC), we isolated fractions that contained Impranil-clearing activity. These fractions harbored a single ~22 kD band, which was excised and subjected to peptide sequencing. Homology searches using the peptide sequences identified, revealed that the protein Papla1 543643 (Plcut1) displays similarities to serine esterase and cutinase family of proteins. Biochemical assays using recombinant Plcut1 confirmed that this enzyme has the capability to hydrolyze Impranil, soluble esterase substrates, and apple cutin. Finally, we confirmed the presence of the Plcut1 in culture supernatants using a custom antibody that specifically recognizes this protein. The work shown here supports a major role for the Plcut1 in the fungal degradation of natural polyesters and xenobiotic polymer surfaces.IMPORTANCEFungi play a vital role in the execution of a broad range of biological processes that drive ecosystem function through production of a diverse arsenal of enzymes. However, the universal reactivity of these enzymes is a current problem for the built environment and the undesired degradation of polymeric materials in protective coatings. Here, we report the identification and characterization of a hydrolase from Papiliotrema laurentii 5307AH, an aircraft-derived fungal isolate found colonizing a biodeteriorated polymer-coated surface. We show that P. laurentii secretes a cutinase capable of hydrolyzing soluble esters as well as ester-based compounds forming solid surface coatings. These findings indicate that this fungus plays a significant role in biodeterioration through the production of a cutinase adept at degrading ester-based polymers, some of which form the backbone of protective surface coatings. The work shown here provides insights into the mechanisms employed by fungi to degrade xenobiotic polymers.
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Affiliation(s)
- Victor A Roman
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Bryan R Crable
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Dominique N Wagner
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Andrii Gryganskyi
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Stephen Zelik
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Logan Cummings
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Chia S Hung
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
| | - Lloyd J Nadeau
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
| | - Lucas Schratz
- Chemistry Department, University of Dayton, Dayton, Ohio, USA
| | - Sajeet Haridas
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Jasmyn Pangilinan
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Anna Lipzen
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Hyunsoo Na
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Mi Yan
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Vivian Ng
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Igor V Grigoriev
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, California, USA
| | | | | | - Nancy Kelley-Loughnane
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
| | | | - Blake Stamps
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
| | - Vanessa A Varaljay
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio, USA
- The Ohio State University, Infectious Diseases Institute, Columbus, Ohio, USA
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4
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Wagner DN, Varaljay VA, Lyon WJ, Crouch AL, Allex-Buckner C, Biffinger JC, Crookes-Goodson WJ, Kelley-Loughnane N, Stamps BW. Draft genome sequence of potentially dikaryotic black fungus Aureobasidium melanogenum isolated from aircraft. Microbiol Resour Announc 2024; 13:e0075623. [PMID: 38376194 PMCID: PMC10927640 DOI: 10.1128/mra.00756-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 01/29/2024] [Indexed: 02/21/2024] Open
Abstract
The Ascomycota yeast Aureobasidium melanogenum strain W12 was isolated from an aircraft polymer-coated surface. The genome size is 53,160,883 bp with a G + C content of 50.13%. The genome contains fatty acid transporters, cutinases, hydroxylases, and lipases potentially used for survival on polymer coatings on aircraft.
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Affiliation(s)
- Dominique N. Wagner
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Vanessa A. Varaljay
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
| | - Wanda J. Lyon
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
| | - Audra L. Crouch
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | - Clayton Allex-Buckner
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
- UES, Inc., Dayton, Ohio, USA
| | | | - Wendy J. Crookes-Goodson
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
| | - Nancy Kelley-Loughnane
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
| | - Blake W. Stamps
- Biomaterials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio, USA
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5
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Ahsan A, Wagner D, Varaljay VA, Roman V, Kelley-Loughnane N, Reuel NF. Screening putative polyester polyurethane degrading enzymes with semi-automated cell-free expression and nitrophenyl probes. Synth Biol (Oxf) 2024; 9:ysae005. [PMID: 38414826 PMCID: PMC10898825 DOI: 10.1093/synbio/ysae005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 12/26/2023] [Accepted: 02/09/2024] [Indexed: 02/29/2024] Open
Abstract
Cell-free expression (CFE) has shown recent utility in prototyping enzymes for discovery efforts. In this work, CFE is demonstrated as an effective tool to screen putative polyester polyurethane degrading enzyme sequences sourced from metagenomic analysis of biofilms prospected on aircraft and vehicles. An automated fluid handler with a controlled temperature block is used to assemble the numerous 30 µL CFE reactions to provide more consistent results over human assembly. In sum, 13 putative hydrolase enzymes from the biofilm organisms as well as a previously verified, polyester-degrading cutinase were expressed using in-house E. coli extract and minimal linear templates. The enzymes were then tested for esterase activity directly in extract using nitrophenyl conjugated substrates, showing highest sensitivity to shorter substrates (4-nitrophenyl hexanoate and 4-nNitrophenyl valerate). This screen identified 10 enzymes with statistically significant activities against these substrates; however, all were lower in measured relative activity, on a CFE volume basis, to the established cutinase control. This approach portends the use of CFE and reporter probes to rapidly prototype, screen and design for synthetic polymer degrading enzymes from environmental consortia. Graphical Abstract.
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Affiliation(s)
- Afrin Ahsan
- Department of Chemical and Biological Engineering, Iowa State University, Ames, IA, USA
| | - Dominique Wagner
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, USA
- UES Inc., Dayton, OH, USA
| | - Vanessa A Varaljay
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, USA
| | - Victor Roman
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, USA
| | - Nigel F Reuel
- Department of Chemical and Biological Engineering, Iowa State University, Ames, IA, USA
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6
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Menke MA, Li BM, Arnold MG, Mueller LE, Dietrich R, Zhou S, Kelley-Loughnane N, Dennis P, Boock JT, Estevez J, Tabor CE, Sparks JL. Silky Liquid Metal Electrodes for On-Skin Health Monitoring. Adv Healthc Mater 2024; 13:e2301811. [PMID: 37779336 DOI: 10.1002/adhm.202301811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 09/15/2023] [Indexed: 10/03/2023]
Abstract
Next generation on-skin electrodes will require soft, flexible, and gentle materials to provide both high-fidelity sensing and wearer comfort. However, many commercially available on-skin electrodes lack these key properties due to their use of rigid hardware, harsh adhesives, uncomfortable support structures, and poor breathability. To address these challenges, this work presents a new device paradigm by joining biocompatible electrospun spider silk with printable liquid metal to yield an incredibly soft and scalable on-skin electrode that is strain-tolerant, conformable, and gentle on-skin. These electrodes, termed silky liquid metal (SLiM) electrodes, are found to be over five times more breathable than commercial wet electrodes, while the silk's intrinsic adhesion mechanism allows SLiM electrodes to avoid the use of harsh artificial adhesives, potentially decreasing skin irritation and inflammation over long-term use. Finally, the SLiM electrodes provide comparable impedances to traditional wet and other liquid metal electrodes, offering a high-fidelity sensing alternative with increased wearer comfort. Human subject testing confirmed the SLiM electrodes ability to sense electrophysiological signals with high fidelity and minimal irritation to the skin. The unique properties of the reported SLiM electrodes offer a comfortable electrophysiological sensing solution especially for patients with pre-existing skin conditions or surface wounds.
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Affiliation(s)
- Maria A Menke
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
- Air Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA
| | - Braden M Li
- Air Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA
- Air Force Life Cycle Management Center, Human Systems Division, Wright-Patterson AFB, Dayton, OH, 45433, USA
| | - Meghan G Arnold
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
| | - Logan E Mueller
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
| | - Robin Dietrich
- Air Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA
| | - Shijie Zhou
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
| | - Nancy Kelley-Loughnane
- Air Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA
| | - Patrick Dennis
- Air Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA
| | - Jason T Boock
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
| | - Joseph Estevez
- Naval Air Warfare Center, Weapons Division, China Lake, CA, 93555, USA
| | - Christopher E Tabor
- Air Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA
| | - Jessica L Sparks
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
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Atalah J, Blamey L, Amenabar MJ, Kelley-Loughnane N, Blamey JM. Biochemical and microbiological characterization of a thermotolerant bacterial consortium involved in the corrosion of Aluminum Alloy 7075. World J Microbiol Biotechnol 2023; 40:36. [PMID: 38057648 DOI: 10.1007/s11274-023-03808-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 10/13/2023] [Indexed: 12/08/2023]
Abstract
Microorganisms can play a significant role in material corrosion, with bacterial biofilms as major participants in microbially influenced corrosion (MIC). The exact mechanisms by which this takes place are poorly understood, resulting in a scarcity of information regarding MIC detection and prevention. In this work, a consortium of moderately thermophilic bacteria isolated from a biofilm growing over aluminum alloy 7075 was characterized. Its effect over the alloy was evaluated on a 40-day period using Electron Microscopy, demonstrating acceleration of corrosion in comparison to the abiotic control. The bacterial consortium was biochemically and microbiologically characterized as an attempt to elucidate factors contributing to corrosion. Molecular analysis revealed that the consortium consisted mainly of members of the Bacillus genus, with lower abundance of other genera such as Thermoanaerobacterium, Anoxybacillus and Paenibacillus. The EPS polysaccharide presented mainly mannose, galactose, rhamnose and ribose. Our observations suggest that the acidification of the culture media resulting from bacterial metabolism acted as the main contributor to corrosion, hinting at an unspecific mechanism. The consortium was not sulfate-reducing, but it was found to produce hydrogen, which could also be a compounding factor for corrosion.
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Affiliation(s)
- J Atalah
- Fundación Biociencia, José Domingo Cañas 2280, Ñuñoa, Santiago, Chile
| | - L Blamey
- Fundación Biociencia, José Domingo Cañas 2280, Ñuñoa, Santiago, Chile
| | - M J Amenabar
- Fundación Biociencia, José Domingo Cañas 2280, Ñuñoa, Santiago, Chile
| | - N Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, Dayton, OH, USA
| | - J M Blamey
- Fundación Biociencia, José Domingo Cañas 2280, Ñuñoa, Santiago, Chile.
- Facultad de Química y Biología, Universidad de Santiago de Chile, Avenida Libertador Bernardo O´Higgins 3363, Santiago, Chile.
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8
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Leigh SJ, Uhlig F, Wilmes L, Sanchez-Diaz P, Gheorghe CE, Goodson MS, Kelley-Loughnane N, Hyland NP, Cryan JF, Clarke G. The impact of acute and chronic stress on gastrointestinal physiology and function: a microbiota-gut-brain axis perspective. J Physiol 2023; 601:4491-4538. [PMID: 37756251 DOI: 10.1113/jp281951] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023] Open
Abstract
The physiological consequences of stress often manifest in the gastrointestinal tract. Traumatic or chronic stress is associated with widespread maladaptive changes throughout the gut, although comparatively little is known about the effects of acute stress. Furthermore, these stress-induced changes in the gut may increase susceptibility to gastrointestinal disorders and infection, and impact critical features of the neural and behavioural consequences of the stress response by impairing gut-brain axis communication. Understanding the mechanisms behind changes in enteric nervous system circuitry, visceral sensitivity, gut barrier function, permeability, and the gut microbiota following stress is an important research objective with pathophysiological implications in both neurogastroenterology and psychiatry. Moreover, the gut microbiota has emerged as a key aspect of physiology sensitive to the effects of stress. In this review, we focus on different aspects of the gastrointestinal tract including gut barrier function as well as the immune, humoral and neuronal elements involved in gut-brain communication. Furthermore, we discuss the evidence for a role of stress in gastrointestinal disorders. Existing gaps in the current literature are highlighted, and possible avenues for future research with an integrated physiological perspective have been suggested. A more complete understanding of the spatial and temporal dynamics of the integrated host and microbial response to different kinds of stressors in the gastrointestinal tract will enable full exploitation of the diagnostic and therapeutic potential in the fast-evolving field of host-microbiome interactions.
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Affiliation(s)
- Sarah-Jane Leigh
- APC Microbiome Ireland, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
| | - Friederike Uhlig
- APC Microbiome Ireland, Cork, Ireland
- Department of Physiology, University College Cork, Cork, Ireland
| | - Lars Wilmes
- APC Microbiome Ireland, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Paula Sanchez-Diaz
- APC Microbiome Ireland, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
| | - Cassandra E Gheorghe
- APC Microbiome Ireland, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
| | - Michael S Goodson
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, Ohio, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, Ohio, USA
| | - Niall P Hyland
- APC Microbiome Ireland, Cork, Ireland
- Department of Physiology, University College Cork, Cork, Ireland
| | - John F Cryan
- APC Microbiome Ireland, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Gerard Clarke
- APC Microbiome Ireland, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
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9
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Kuo MT, Raffaelle JF, Waller EM, Varaljay VA, Wagner D, Kelley-Loughnane N, Reuel NF. Screening Enzymatic Degradation of Polyester Polyurethane with Fluorescent Single-walled Carbon Nanotube and Polymer Nanoparticle Conjugates. ACS Nano 2023; 17:17021-17030. [PMID: 37606935 DOI: 10.1021/acsnano.3c04347] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
Enzymatic biodegradation is a promising method to reclaim plastic materials. However, to date, a high-throughput method for screening potential enzyme candidates for biodegradation is still lacking. Here, we propose a single-walled carbon nanotube (SWCNT) fluorescence sensor for screening the enzymatic degradation of polyester polyurethane nanoparticles. Through wrapping the SWCNT with cationic chitosan, an electrostatic bond is formed between the SWCNT and Impranil, a widely applied model substrate of polyester polyurethane. As Impranil is being degraded by the enzymes, a characteristic quenching at a short reaction time followed by a brightening at a longer reaction time in the fluorescence signal is observed. The time-dependent fluorescence response is compared with turbidity measurement, and we conclude that the brightening in fluorescence results from the binding of the degradation product with the SWCNT. The proposed SWCNT sensor design has the potential to screen enzyme candidates for selective degradation of other plastic particles.
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Affiliation(s)
- Mei-Tsan Kuo
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
| | - Jack F Raffaelle
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
| | - Ellise McKenna Waller
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
| | - Vanessa A Varaljay
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | | | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | - Nigel F Reuel
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
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10
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Sullivan CJ, Brown K, Hung CS, Tang JKH, DeSimone M, Chen V, Lloyd PF, Gupta M, Juhl A, Crookes-Goodson W, Vasudev M, Dennis PB, Kelley-Loughnane N. Iridescent biofilms of Cellulophaga lytica are tunable platforms for scalable, ordered materials. Sci Rep 2023; 13:13192. [PMID: 37580360 PMCID: PMC10425352 DOI: 10.1038/s41598-023-38797-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 07/14/2023] [Indexed: 08/16/2023] Open
Abstract
Nature offers many examples of materials which exhibit exceptional properties due to hierarchical assembly of their constituents. In well-studied multi-cellular systems, such as the morpho butterfly, a visible indication of having ordered submicron features is given by the display of structural color. Detailed investigations of nature's designs have yielded mechanistic insights and led to the development of biomimetic materials at laboratory scales. However, the manufacturing of hierarchical assemblies at industrial scales remains difficult. Biomanufacturing aims to leverage the autonomy of biological systems to produce materials at lower cost and with fewer carbon emissions. Earlier reports documented that some bacteria, particularly those with gliding motility, self-assemble into biofilms with polycrystalline structures and exhibit glittery, iridescent colors. The current study demonstrates the potential of using one of these bacteria, Cellulophaga lytica, as a platform for the large scale biomanufacturing of ordered materials. Specific approaches for controlling C. lytica biofilm optical, spatial and temporal properties are reported. Complementary microscopy-based studies reveal that biofilm color variations are attributed to changes in morphology induced by cellular responses to the local environment. Incorporation of C. lytica biofilms into materials is also demonstrated, thereby facilitating their handling and downstream processing, as would be needed during manufacturing processes. Finally, the utility of C. lytica as a self-printing, photonic ink is established by this study. In summary, autonomous surface assembly of C. lytica under ambient conditions and across multiple length scales circumvent challenges that currently hinder production of ordered materials in industrial settings.
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Affiliation(s)
- Claretta J Sullivan
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA.
| | - Kennedy Brown
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Chia-Suei Hung
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Joseph Kuo-Hsiang Tang
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Mark DeSimone
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
- Department of Bioengineering, University of Massachusetts Dartmouth, Dartmouth, MA, 02747, USA
| | - Vincent Chen
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Pamela F Lloyd
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Maneesh Gupta
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Abby Juhl
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Wendy Crookes-Goodson
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Milana Vasudev
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
- Department of Bioengineering, University of Massachusetts Dartmouth, Dartmouth, MA, 02747, USA
| | - Patrick B Dennis
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, 45433, USA
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11
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McDonnell C, Albarghouthi FM, Selhorst R, Kelley-Loughnane N, Franklin AD, Rao R. Aerosol Jet Printed Surface-Enhanced Raman Substrates: Application for High-Sensitivity Detection of Perfluoroalkyl Substances. ACS Omega 2023; 8:1597-1605. [PMID: 36643551 PMCID: PMC9835780 DOI: 10.1021/acsomega.2c07134] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/17/2022] [Indexed: 05/06/2023]
Abstract
Printing technologies offer an attractive means for producing low-cost surface-enhanced Raman spectroscopy (SERS) substrates with high-throughput methods. The development of these substrates is especially important for field-deployable detection of environmental contaminants. Toward this end, we demonstrate SERS-based substrates fabricated through aerosol jet printing of silver nanoparticles and graphene inks on Kapton films. Our printed arrays exhibited measurable intensities for fluorescein and rhodamine dyes down to concentrations of 10-7 M, with the highest SERS intensities obtained for four print passes of Ag nanoparticles. The substrates also exhibited an excellent shelf life, with little reduction in fluorescein intensities after 9 months of shelf storage. We also demonstrated the capability of our substrates to sense perfluoroalkyl substances (PFAS), the so-called forever chemicals that resist degradation due to their strong C-F bonds and persist in the environment. Interestingly, the addition of graphene to the Ag nanoparticles greatly enhanced the SERS intensity of the perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS) molecules under basic conditions (pH ∼ 9) compared to that of fluorescein and rhodamine. We were able to successfully detect SERS spectra from nano- and picomolar (∼0.4 ppt) concentrations of PFOA and PFOS, respectively, demonstrating the viability of deploying our SERS sensors in the environment for the ultrasensitive detection of contaminants.
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Affiliation(s)
- Colleen McDonnell
- Materials
and Manufacturing Directorate, Air Force
Research Laboratory, WPAFB, Ohio 45433, United States
- UES
Inc., Dayton, Ohio 45433, United States
- Department
of Biology, University of Dayton, Dayton, Ohio 46469, United States
| | - Faris M. Albarghouthi
- Department
of Electrical & Computer Engineering, Duke University, Durham, North Carolina 27708, United States
| | - Ryan Selhorst
- Materials
and Manufacturing Directorate, Air Force
Research Laboratory, WPAFB, Ohio 45433, United States
- UES
Inc., Dayton, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- Materials
and Manufacturing Directorate, Air Force
Research Laboratory, WPAFB, Ohio 45433, United States
| | - Aaron D. Franklin
- Department
of Electrical & Computer Engineering, Duke University, Durham, North Carolina 27708, United States
- Department
of Chemistry, Duke University, Durham, North Carolina 27708, United States
| | - Rahul Rao
- Materials
and Manufacturing Directorate, Air Force
Research Laboratory, WPAFB, Ohio 45433, United States
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12
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Bekele S, Singh K, Helton E, Farajollahi S, Naik RR, Dennis P, Kelley-Loughnane N, Berry R. Molecular Dynamics Investigation into pH Dependent Metal Binding of the Intrinsically Disordered Worm Jaw Protein, Nvjp-1. J Phys Chem B 2022; 126:6614-6623. [PMID: 36006408 PMCID: PMC9465683 DOI: 10.1021/acs.jpcb.2c02807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
![]()
Sclerotization of the Nereis virens jaw
is mediated
by metal binding to the histidine-rich jaw protein, Nvjp-1. Previous
studies showed that the mechanical properties of Nvjp-1 hydrogels
could be modulated with zinc binding as well as the associated anion.
Here, we show that the mechanical properties of Nvjp-1 hydrogels can
be modulated by pH and that zinc binding to Nvjp-1 is stable at both
acidic and alkaline pH conditions. To probe the mechanism of Zn2+ binding to Nvjp-1 at different pH conditions, we utilized
all atom molecular dynamics simulations employing a polarizable force
field. At low pH conditions, polar residues predominantly interacted
with Zn2+, with at most two residues interacting with a
given zinc ion. Surprisingly, little to no Zn2+ binding
was observed with the abundant Nvjp-1 acidic residues, which form
salt-bridges with the protonated histidines to effectively block their
binding to Zn2+ ions. As the pH was shifted to alkaline
conditions, Zn2+ binding residues reconfigured to form
additional coordination bonds with histidine, resulting in a reduction
in the radius of gyration that correlated with hydrogel sclerotization.
Furthermore, acetate ions were shown to facilitate the capture of
zinc ions through association with protonated histidines at low pH,
freeing acidic residues to interact with Zn2+ ions and
increasing the number of Zn2+ ions that diffuse into the
Nvjp-1 interior. Thus, these studies provide valuable molecular insights
into how amino acid residues in Nvjp-1 manage metal salt binding and
coordination in hydrogels as a function of the pH and ionic environments.
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Affiliation(s)
- Selemon Bekele
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Ohio 45433-7131, United States.,UES Inc., Dayton, Ohio 45432, United States
| | - Kristi Singh
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Ohio 45433-7131, United States.,UES Inc., Dayton, Ohio 45432, United States
| | - Evan Helton
- Boonshoft School of Medicine, Wright State University, Dayton, Ohio 45435, United States
| | - Sanaz Farajollahi
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Ohio 45433-7131, United States.,UES Inc., Dayton, Ohio 45432, United States
| | - Rajesh R Naik
- 711th Human Performance Wing, Air Force Research Laboratory, WPAFB, Ohio 45433, United States
| | - Patrick Dennis
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Ohio 45433-7131, United States
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Ohio 45433-7131, United States
| | - Rajiv Berry
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Ohio 45433-7131, United States
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13
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Kuang Z, Luginsland J, Thomas RJ, Dennis PB, Kelley-Loughnane N, Roach WP, Naik RR. Molecular dynamics simulations explore effects of electric field orientations on spike proteins of SARS-CoV-2 virions. Sci Rep 2022; 12:12986. [PMID: 35906467 PMCID: PMC9334739 DOI: 10.1038/s41598-022-17009-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 07/19/2022] [Indexed: 11/21/2022] Open
Abstract
Emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its current worldwide spread have caused a pandemic of acute respiratory disease COVID-19. The virus can result in mild to severe, and even to fatal respiratory illness in humans, threatening human health and public safety. The spike (S) protein on the surface of viral membrane is responsible for viral entry into host cells. The discovery of methods to inactivate the entry of SARS-CoV-2 through disruption of the S protein binding to its cognate receptor on the host cell is an active research area. To explore other prevention strategies against the quick spread of the virus and its mutants, non-equilibrium molecular dynamics simulations have been employed to explore the possibility of manipulating the structure–activity of the SARS-CoV-2 spike glycoprotein by applying electric fields (EFs) in both the protein axial directions and in the direction perpendicular to the protein axis. We have found out the application of EFs perpendicular to the protein axis is most effective in denaturing the HR2 domain which plays critical role in viral-host membrane fusion. This finding suggests that varying irradiation angles may be an important consideration in developing EF based non-invasive technologies to inactivate the virus.
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Affiliation(s)
- Zhifeng Kuang
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Dayton, OH, 45433, USA.
| | - John Luginsland
- Work Performed With Confluent Sciences, LLC, Albuquerque, NM, 87111, USA
| | - Robert J Thomas
- 711th Human Performance Wing, Air Force Research Laboratory, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA
| | - Patrick B Dennis
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Dayton, OH, 45433, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, WPAFB, Dayton, OH, 45433, USA
| | - William P Roach
- Air Force Office of Scientific Research, Arlington, VA, 22203, USA
| | - Rajesh R Naik
- 711Th Human Performance Wing, Air Force Research Laboratory, WPAFB, Dayton, OH, 45433, USA.
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14
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Guo HB, Perminov A, Bekele S, Kedziora G, Farajollahi S, Varaljay V, Hinkle K, Molinero V, Meister K, Hung C, Dennis P, Kelley-Loughnane N, Berry R. AlphaFold2 models indicate that protein sequence determines both structure and dynamics. Sci Rep 2022; 12:10696. [PMID: 35739160 PMCID: PMC9226352 DOI: 10.1038/s41598-022-14382-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 06/06/2022] [Indexed: 12/29/2022] Open
Abstract
AlphaFold 2 (AF2) has placed Molecular Biology in a new era where we can visualize, analyze and interpret the structures and functions of all proteins solely from their primary sequences. We performed AF2 structure predictions for various protein systems, including globular proteins, a multi-domain protein, an intrinsically disordered protein (IDP), a randomized protein, two larger proteins (> 1000 AA), a heterodimer and a homodimer protein complex. Our results show that along with the three dimensional (3D) structures, AF2 also decodes protein sequences into residue flexibilities via both the predicted local distance difference test (pLDDT) scores of the models, and the predicted aligned error (PAE) maps. We show that PAE maps from AF2 are correlated with the distance variation (DV) matrices from molecular dynamics (MD) simulations, which reveals that the PAE maps can predict the dynamical nature of protein residues. Here, we introduce the AF2-scores, which are simply derived from pLDDT scores and are in the range of [0, 1]. We found that for most protein models, including large proteins and protein complexes, the AF2-scores are highly correlated with the root mean square fluctuations (RMSF) calculated from MD simulations. However, for an IDP and a randomized protein, the AF2-scores do not correlate with the RMSF from MD, especially for the IDP. Our results indicate that the protein structures predicted by AF2 also convey information of the residue flexibility, i.e., protein dynamics.
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Affiliation(s)
- Hao-Bo Guo
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
- UES Inc., Dayton, OH, USA
| | - Alexander Perminov
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
- Computer Science Department, Miami University, Oxford, OH, USA
| | - Selemon Bekele
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
- UES Inc., Dayton, OH, USA
| | - Gary Kedziora
- General Dynamics Information Technology, Inc., Wright-Patterson Air Force Base, 45433, OH, USA
| | - Sanaz Farajollahi
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
- UES Inc., Dayton, OH, USA
| | - Vanessa Varaljay
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
| | - Kevin Hinkle
- Department of Chemical and Materials Engineering, Dayton University, Dayton, OH, USA
| | - Valeria Molinero
- Department of Chemistry, The University of Utah, Salt Lake City, UT, USA
| | - Konrad Meister
- Department of Natural Sciences, University of Alaska Southeast, Juneau, AK, USA
- Max Planck Institute for Polymer Research, Mainz, Germany
| | - Chia Hung
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
| | - Patrick Dennis
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA.
| | - Rajiv Berry
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, 45433, OH, USA.
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15
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Drachuk I, Harbaugh S, Kelley-Loughnane N, Chávez JL. Preparation of Multifunctional Silk-Based Microcapsules loaded with DNA Plasmids Encoding RNA Aptamers and Riboswitches. J Vis Exp 2021. [PMID: 34694290 DOI: 10.3791/62854] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
We introduce a protocol for the preparation of DNA-laden silk fibroin microcapsules via the Layer-by-Layer (LbL) assembly method on sacrificial spherical cores. Following adsorption of a prime layer and DNA plasmids, the formation of robust microcapsules was facilitated by inducing β-sheets in silk secondary structure during acute dehydration of a single silk layer. Hence, the layering occurred via multiple hydrogen bonding and hydrophobic interactions. Upon adsorption of multilayered shells, the core-shell structures can be further functionalized with gold nanoparticles (AuNPs) and/or antibodies (IgG) to be used for remote sensing and/or targeted delivery. Adjusting several key parameters during sequential deposition of key macromolecules on silica cores such as the presence of a polymer primer, the concentration of DNA and silk protein, as well as a number of adsorbed layers resulted in biocompatible, DNA-laden microcapsules with variable permeability and DNA loadings. Upon dissolution of silica cores, the protocol demonstrated the formation of hollow and robust microcapsules with DNA plasmids immobilized to the inner surface of the capsule membrane. Creating a selectively permeable biocompatible membrane between the DNA plasmids and the external environment preserved the DNA during long-term storage and played an important role in the improved output response from spatially confined plasmids. The activity of DNA templates and their accessibility were tested during in vitro transcription and translation reactions (cell-free systems). DNA plasmids encoding RNA light-up aptamers and riboswitches were successfully activated with corresponding analytes, as was visualized during localization of fluorescently labeled RNA transcripts or GFPa1 protein in the shell membranes.
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Affiliation(s)
- Irina Drachuk
- UES Inc.; 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB;
| | - Svetlana Harbaugh
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB
| | | | - Jorge L Chávez
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB;
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16
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Goodson MS, Barbato RA, Karl JP, Indest K, Kelley-Loughnane N, Kokoska R, Mauzy C, Racicot K, Varaljay V, Soares J. Meeting report of the fourth annual Tri-Service Microbiome Consortium symposium. Environ Microbiome 2021; 16:16. [PMID: 34419149 PMCID: PMC8380359 DOI: 10.1186/s40793-021-00384-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 08/03/2021] [Indexed: 06/13/2023]
Abstract
The Tri-Service Microbiome Consortium (TSMC) was founded to enhance collaboration, coordination, and communication of microbiome research among U.S. Department of Defense (DoD) organizations. The annual TSMC symposium is designed to enable information sharing between DoD scientists and leaders in the field of microbiome science, thereby keeping DoD consortium members informed of the latest advances within the microbiome community and facilitating the development of new collaborative research opportunities. The 2020 annual symposium was held virtually on 24-25 September 2020. Presentations and discussions centered on microbiome-related topics within four broad thematic areas: (1) Enabling Technologies; (2) Microbiome for Health and Performance; (3) Environmental Microbiome; and (4) Microbiome Analysis and Discovery. This report summarizes the presentations and outcomes of the 4th annual TSMC symposium.
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Affiliation(s)
- Michael S Goodson
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH, USA.
| | - Robyn A Barbato
- United States Army Engineer Research and Development Center - Cold Regions Research and Engineering Laboratory, Hanover, NH, USA
| | - J Philip Karl
- Military Nutrition Division, United States Army Research Institute of Environmental Medicine, Natick, MA, USA
| | - Karl Indest
- United States Army Engineer Research and Development Center, Vicksburg, MS, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH, USA
| | - Robert Kokoska
- Physical Sciences Directorate, United States Army Research Laboratory - United States Army Research Office, Research Triangle Park, Durham, NC, USA
| | - Camilla Mauzy
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH, USA
| | - Kenneth Racicot
- Soldier Effectiveness Directorate, United States Army Combat Capabilities Development Command Soldier Center, Natick, MA, USA
| | - Vanessa Varaljay
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH, USA
| | - Jason Soares
- Soldier Effectiveness Directorate, United States Army Combat Capabilities Development Command Soldier Center, Natick, MA, USA
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17
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Chushak Y, Harbaugh S, Zimlich K, Alfred B, Chávez J, Kelley-Loughnane N. Characterization of synthetic riboswitch in cell-free protein expression systems. RNA Biol 2021; 18:1727-1738. [PMID: 33427029 DOI: 10.1080/15476286.2020.1868149] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Riboswitches are RNA-based regulatory elements that utilize ligand-induced structural changes in the 5'-untranslated region of mRNA to regulate the expression of associated genes. The majority of synthetic riboswitches have been selected and tested in cell-based systems. Cell-free protein expression systems (CFPS) have several advantages for the development and testing of synthetic riboswitches, including eliminating interactions with complex cellular networks, and the decoupling of transcription and translation processes. To gain a better understanding of the riboswitch regulatory mechanism, to allow for more efficient riboswitch optimization and use for biosensing applications, we studied the performance of a theophylline-responsive synthetic riboswitch coupled with the superfolder green fluorescent protein (sfGFP) reporter gene in E. coli cellular extract and PURE cell-free systems. To monitor the mRNA dynamics, a malachite green aptamer sequence was added to the 3'-untranslated region of sfGFP mRNA. Performance of the theophylline riboswitch was compared with a constitutively expressed sfGFP (control). Transcription dynamics of the riboswitch mRNA was very similar to the transcription of the control mRNA for all theophylline concentrations tested in both E. coli extract and PURE CFPS. However, sfGFP expression in the riboswitch construct was one order of magnitude lower, even at the highest concentration of theophylline. A mathematical model of riboswitch activation governed by the kinetic trapping mechanism was developed. Two factors - a reduced fraction of mRNA in the 'ON' state and a considerably lower translation initiation rate in the riboswitch - contribute to the much lower level of protein expression in the theophylline riboswitch compared to the control construct.
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Affiliation(s)
- Yaroslav Chushak
- Air Force Research Laboratory, Henry M Jackson Foundation, Dayton, USA.,711 Human Performance Wing, Air Force Research Laboratory, Dayton, OH, USA
| | - Svetlana Harbaugh
- 711 Human Performance Wing, Air Force Research Laboratory, Dayton, OH, USA
| | - Kathryn Zimlich
- Air Force Research Laboratory, Henry M Jackson Foundation, Dayton, USA.,711 Human Performance Wing, Air Force Research Laboratory, Dayton, OH, USA
| | - Bryan Alfred
- 711 Human Performance Wing, Air Force Research Laboratory, Dayton, OH, USA
| | - Jorge Chávez
- 711 Human Performance Wing, Air Force Research Laboratory, Dayton, OH, USA
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18
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Stamps BW, Lyon WJ, Irvin AP, Kelley-Loughnane N, Goodson MS. A Pilot Study of the Effect of Deployment on the Gut Microbiome and Traveler's Diarrhea Susceptibility. Front Cell Infect Microbiol 2020; 10:589297. [PMID: 33384968 PMCID: PMC7770225 DOI: 10.3389/fcimb.2020.589297] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 11/17/2020] [Indexed: 01/01/2023] Open
Abstract
Traveler's diarrhea (TD) is a recurrent and significant issue for many travelers including the military. While many known enteric pathogens exist that are causative agents of diarrhea, our gut microbiome may also play a role in TD susceptibility. To this end, we conducted a pilot study of the microbiome of warfighters prior to- and after deployment overseas to identify marker taxa relevant to TD. This initial study utilized full-length 16S rRNA gene sequencing to provide additional taxonomic resolution toward identifying predictive taxa.16S rRNA analyses of pre- and post-deployment fecal samples identified multiple marker taxa as significantly differentially abundant in subjects that reported diarrhea, including Weissella, Butyrivibrio, Corynebacterium, uncultivated Erysipelotrichaceae, Jeotgallibaca, unclassified Ktedonobacteriaceae, Leptolinea, and uncultivated Ruminiococcaceae. The ability to identify TD risk prior to travel will inform prevention and mitigation strategies to influence diarrhea susceptibility while traveling.
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Affiliation(s)
- Blake W. Stamps
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States
- Integrative Health and Performance Sciences Division, UES Inc., Dayton, OH, United States
| | - Wanda J. Lyon
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States
| | - Adam P. Irvin
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States
| | - Michael S. Goodson
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States
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19
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Lyte JM, Gheorghe CE, Goodson MS, Kelley-Loughnane N, Dinan TG, Cryan JF, Clarke G. Gut-brain axis serotonergic responses to acute stress exposure are microbiome-dependent. Neurogastroenterol Motil 2020; 32:e13881. [PMID: 32391630 DOI: 10.1111/nmo.13881] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 04/06/2020] [Accepted: 04/17/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Understanding the mechanisms underpinning the response to acute stress is critical for determining how this can be modulated in both health and disease and across sexes. Stress can markedly alter the microbiome and gut-brain axis signaling with the serotonergic system being particularly sensitive to acute stress. As the impact of acute stress on regional serotonergic dynamics in the gut-brain axis and the contribution of the microbiome to this are poorly appreciated, we used microbiota-deficient mice to assess whether the serotonergic response to acute stress exposure is microbiome dependent. METHODS Adult male and female conventional, germ-free, and colonized germ-free mice underwent a single acute stressor and samples were harvested immediately or 45 minutes following stress. Serotonin and related metabolites and serotonergic gene expression were determined. KEY RESULTS Our data clearly show the microbiota influenced gastrointestinal serotonergic response to acute stress in a sex- and region-dependent manner. Male-specific poststress increases in colonic serotonin were absent in germ-free mice but normalized following colonization. mRNA serotonergic gene expression was differentially expressed in colon and ileum of germ-free mice on a sex-dependent basis. Within the frontal cortex, absence of the microbiome altered basal serotonin, its main metabolite 5-hydroxyindoleacetic acid, and prevented stress-induced increases in serotonin turnover. CONCLUSIONS AND INFERENCES The gut microbiome influences the set points of the brain and gastrointestinal serotonergic systems and affected their response to acute stress in a sex- and region-dependent manner.
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Affiliation(s)
- Joshua M Lyte
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | | | - Michael S Goodson
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH, USA
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH, USA
| | - Timothy G Dinan
- APC Microbiome Ireland, University College Cork, Cork, Ireland.,Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
| | - John F Cryan
- APC Microbiome Ireland, University College Cork, Cork, Ireland.,Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Gerard Clarke
- APC Microbiome Ireland, University College Cork, Cork, Ireland.,Department of Psychiatry and Neurobehavioural Science, University College Cork, Cork, Ireland
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20
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Drachuk I, Harbaugh S, Chávez JL, Kelley-Loughnane N. Improving the Activity of DNA-Encoded Sensing Elements through Confinement in Silk Microcapsules. ACS Appl Mater Interfaces 2020; 12:48329-48339. [PMID: 33064462 DOI: 10.1021/acsami.0c13713] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Assembling synthetic bioparts into simplified artificial cells holds tremendous promise for advancing studies into the synthesis, biosensing, and delivery of biomolecules. Currently, the most successful techniques for encapsulation of the transcription-translation machinery exploit compartmentalization in liposomal vesicles. However, improvements to these methods may increase permeability to polar molecules, functionalization of the membrane with biologically active elements, and encapsulation efficiency. Microcapsules prepared via templated layer-by-layer (LbL) assembly using natural polymers have the potential to resolve some of the hurdles associated with liposomes. Here, we introduce a design for immobilizing DNA templates encoding translationally activated riboswitches and RNA aptamers into microcapsules prepared from regenerated silk fibroin protein. Adjusting several key parameters such as the presence of a polymer primer, concentration of silk protein, and DNA loadings during LbL assembly resulted in biocompatible, semipermeable, DNA-laden microcapsules. To preserve bioactivity, DNA was immobilized inside of the capsule membrane, which not only promoted stability during long-term storage at ambient conditions but also improved output response from spatially confined DNA-encoded sensing elements (SEs). Multiple copies of mRNA and GFPa1 protein were synthesized upon activation with specific analytes during in vitro transcription/translation reactions, demonstrating that selective permeability of silk microcapsules was essential for the diffusion of components of the cell-free system inside of the capsules. Further functionalization of capsule shells with gold nanoparticles (AuNPs) and antibodies (IgG) demonstrated the applicability of microcompartmentalized colloidal objects carrying SEs for remote sensing and/or targeted delivery. In the future, multifunctional, biocompatible silk-based microcapsules loaded with different RNA sensors can help advance the design of multiplexed biosensors tracking multiple biomarkers in complex media.
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Affiliation(s)
- Irina Drachuk
- UES Inc., Dayton, Ohio 45432, United States
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | - Svetlana Harbaugh
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | - Jorge L Chávez
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, Ohio 45433, United States
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21
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Walters WA, Reyes F, Soto GM, Reynolds ND, Fraser JA, Aviles R, Tribble DR, Irvin AP, Kelley-Loughnane N, Gutierrez RL, Riddle MS, Ley RE, Goodson MS, Simons MP. Epidemiology and associated microbiota changes in deployed military personnel at high risk of traveler's diarrhea. PLoS One 2020; 15:e0236703. [PMID: 32785284 PMCID: PMC7423091 DOI: 10.1371/journal.pone.0236703] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 07/13/2020] [Indexed: 12/12/2022] Open
Abstract
Travelers’ diarrhea (TD) is the most prevalent illness encountered by deployed military personnel and has a major impact on military operations, from reduced job performance to lost duty days. Frequently, the etiology of TD is unknown and, with underreporting of cases, it is difficult to accurately assess its impact. An increasing number of ailments include an altered or aberrant gut microbiome. To better understand the relationships between long-term deployments and TD, we studied military personnel during two nine-month deployment cycles in 2015–2016 to Honduras. To collect data on the prevalence of diarrhea and impact on duty, a total of 1173 personnel completed questionnaires at the end of their deployment. 56.7% reported reduced performance and 21.1% reported lost duty days. We conducted a passive surveillance study of all cases of diarrhea reporting to the medical unit with 152 total cases and a similar pattern of etiology. Enteroaggregative E. coli (EAEC, 52/152), enterotoxigenic E. coli (ETEC, 50/152), and enteropathogenic E. coli (EPEC, 35/152) were the most prevalent pathogens detected. An active longitudinal surveillance of 67 subjects also identified diarrheagenic E. coli as the primary etiology (7/16 EPEC, 7/16 EAEC, and 6/16 ETEC). Eleven subjects were recruited into a nested longitudinal substudy to examine gut microbiome changes associated with deployment. A 16S rRNA amplicon survey of fecal samples showed differentially abundant baseline taxa for subjects who contracted TD versus those who did not, as well as detection of taxa positively associated with self-reported gastrointestinal distress. Disrupted microbiota was also qualitatively observable for weeks preceding and following the incidents of TD. These findings illustrate the complex etiology of diarrhea amongst military personnel in deployed settings and its impacts on job performance. Potential factors of resistance or susceptibility can provide a foundation for future clinical trials to evaluate prevention and treatment strategies.
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Affiliation(s)
| | | | - Giselle M. Soto
- U.S. Naval Medical Research Unit No. 6 (NAMRU-6),Callao, Lima, Peru
| | - Nathanael D. Reynolds
- Infectious Diseases Directorate, U.S. Naval Medical Research Center, Silver Spring, MD, United States of America
| | - Jamie A. Fraser
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | | | - David R. Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - Adam P. Irvin
- 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States of America
| | - Nancy Kelley-Loughnane
- 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States of America
| | - Ramiro L. Gutierrez
- Infectious Diseases Directorate, U.S. Naval Medical Research Center, Silver Spring, MD, United States of America
| | - Mark S. Riddle
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - Ruth E. Ley
- Max Planck Institute for Developmental Biology, Tuebingen, Germany
| | - Michael S. Goodson
- 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH, United States of America
- * E-mail:
| | - Mark P. Simons
- Infectious Diseases Directorate, U.S. Naval Medical Research Center, Silver Spring, MD, United States of America
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22
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Thavarajah W, Silverman AD, Verosloff MS, Kelley-Loughnane N, Jewett MC, Lucks JB. Point-of-Use Detection of Environmental Fluoride via a Cell-Free Riboswitch-Based Biosensor. ACS Synth Biol 2020; 9:10-18. [PMID: 31829623 PMCID: PMC7412506 DOI: 10.1021/acssynbio.9b00347] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Advances in biosensor engineering have enabled the design of programmable molecular systems to detect a range of pathogens, nucleic acids, and chemicals. Here, we engineer and field-test a biosensor for fluoride, a major groundwater contaminant of global concern. The sensor consists of a cell-free system containing a DNA template that encodes a fluoride-responsive riboswitch regulating genes that produce a fluorescent or colorimetric output. Individual reactions can be lyophilized for long-term storage and detect fluoride at levels above 2 ppm, the Environmental Protection Agency's most stringent regulatory standard, in both laboratory and field conditions. Through onsite detection of fluoride in a real-world water source, this work provides a critical proof-of-principle for the future engineering of riboswitches and other biosensors to address challenges for global health and the environment.
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Affiliation(s)
- Walter Thavarajah
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Adam D. Silverman
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Matthew S. Verosloff
- Interdisciplinary Biological Sciences Graduate Program, Northwestern University, 2204 Tech Drive, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Nancy Kelley-Loughnane
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 45433, United States
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Julius B. Lucks
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
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23
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Karl JP, Barbato RA, Doherty LA, Gautam A, Glaven SM, Kokoska RJ, Leary D, Mickol RL, Perisin MA, Hoisington AJ, Van Opstal EJ, Varaljay V, Kelley-Loughnane N, Mauzy CA, Goodson MS, Soares JW. Meeting report of the third annual Tri-Service Microbiome Consortium symposium. Environ Microbiome 2020; 15:12. [PMID: 32835172 PMCID: PMC7356122 DOI: 10.1186/s40793-020-00359-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 06/30/2020] [Indexed: 05/05/2023]
Abstract
The Tri-Service Microbiome Consortium (TSMC) was founded to enhance collaboration, coordination, and communication of microbiome research among U.S. Department of Defense (DoD) organizations and to facilitate resource, material and information sharing among consortium members. The 2019 annual symposium was held 22-24 October 2019 at Wright-Patterson Air Force Base in Dayton, OH. Presentations and discussions centered on microbiome-related topics within five broad thematic areas: 1) human microbiomes; 2) transitioning products into Warfighter solutions; 3) environmental microbiomes; 4) engineering microbiomes; and 5) microbiome simulation and characterization. Collectively, the symposium provided an update on the scope of current DoD microbiome research efforts, highlighted innovative research being done in academia and industry that can be leveraged by the DoD, and fostered collaborative opportunities. This report summarizes the presentations and outcomes of the 3rd annual TSMC symposium.
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Affiliation(s)
- J. Philip Karl
- Military Nutrition Division, United States Army Research Institute of Environmental Medicine, Natick, MA USA
| | - Robyn A. Barbato
- United States Army Cold Regions Research and Engineering Laboratory, Hanover, NH USA
| | - Laurel A. Doherty
- Soldier Performance Optimization Directorate, United States Army Combat Capabilities Development Command Soldier Center, Natick, MA USA
| | - Aarti Gautam
- Medical Readiness Systems Biology, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, MD USA
| | - Sarah M. Glaven
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, Washington, DC USA
| | - Robert J. Kokoska
- Physical Sciences Directorate, United States Army Research Laboratory – United States Army Research Office, Research Triangle Park, Durham, NC USA
| | - Dagmar Leary
- Center for Biomolecular Science & Engineering, United States Naval Research Laboratory, Washington, DC USA
| | | | - Matthew A. Perisin
- Biotechnology Branch, United States Army Combat Capabilities Development Command-Army Research Laboratory, Adelphi, MD USA
| | - Andrew J. Hoisington
- Department of Systems Engineering and Management, Air Force Institute of Technology, Wright-Patterson AFB, Dayton, OH USA
- Military and Veteran Microbiome: Consortium for Research and Education, Aurora, CO USA
- Veterans Health Administration, Rocky Mountain Mental Illness Research Education and Clinical Center, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO USA
- Department of Physical Medicine & Rehabilitation and Center for Neuroscience, University of Colorado Anschutz Medical Campus, Aurora, CO USA
| | - Edward J. Van Opstal
- Human Systems Directorate, Office of the Underscretary of Defense for Research & Engineering, Washington, DC USA
| | - Vanessa Varaljay
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH USA
| | - Nancy Kelley-Loughnane
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH USA
| | - Camilla A. Mauzy
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH USA
| | - Michael S. Goodson
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH USA
| | - Jason W. Soares
- Soldier Performance Optimization Directorate, United States Army Combat Capabilities Development Command Soldier Center, Natick, MA USA
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24
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Meyer A, Saaem I, Silverman A, Varaljay VA, Mickol R, Blum S, Tobias AV, Schwalm ND, Mojadedi W, Onderko E, Bristol C, Liu S, Pratt K, Casini A, Eluere R, Moser F, Drake C, Gupta M, Kelley-Loughnane N, Lucks JP, Akingbade KL, Lux MP, Glaven S, Crookes-Goodson W, Jewett MC, Gordon DB, Voigt CA. Organism Engineering for the Bioproduction of the Triaminotrinitrobenzene (TATB) Precursor Phloroglucinol (PG). ACS Synth Biol 2019; 8:2746-2755. [PMID: 31750651 DOI: 10.1021/acssynbio.9b00393] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Organism engineering requires the selection of an appropriate chassis, editing its genome, combining traits from different source species, and controlling genes with synthetic circuits. When a strain is needed for a new target objective, for example, to produce a chemical-of-need, the best strains, genes, techniques, software, and expertise may be distributed across laboratories. Here, we report a project where we were assigned phloroglucinol (PG) as a target, and then combined unique capabilities across the United States Army, Navy, and Air Force service laboratories with the shared goal of designing an organism to produce this molecule. In addition to the laboratory strain Escherichia coli, organisms were screened from soil and seawater. Putative PG-producing enzymes were mined from a strain bank of bacteria isolated from aircraft and fuel depots. The best enzyme was introduced into the ocean strain Marinobacter atlanticus CP1 with its genome edited to redirect carbon flux from natural fatty acid ester (FAE) production. PG production was also attempted in Bacillus subtilis and Clostridium acetobutylicum. A genetic circuit was constructed in E. coli that responds to PG accumulation, which was then ported to an in vitro paper-based system that could serve as a platform for future low-cost strain screening or for in-field sensing. Collectively, these efforts show how distributed biotechnology laboratories with domain-specific expertise can be marshalled to quickly provide a solution for a targeted organism engineering project, and highlights data and material sharing protocols needed to accelerate future efforts.
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Affiliation(s)
- Adam Meyer
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Ishtiaq Saaem
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Adam Silverman
- Center for Synthetic Biology, Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Vanessa A. Varaljay
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Rebecca Mickol
- American Society for Engineering Education, 1818 N Street NW Suite 600, Washington, D.C. 20036, United States
| | - Steven Blum
- U.S. Army Combat Capabilities Development Command Chemical Biological Center, 8198 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Alexander V. Tobias
- U.S. Army Research Laboratory, FCDD-RLS-EB, 2800 Powder Mill Road, Adelphi, Maryland 20783, United States
| | - Nathan D. Schwalm
- U.S. Army Research Laboratory, FCDD-RLS-EB, 2800 Powder Mill Road, Adelphi, Maryland 20783, United States
| | - Wais Mojadedi
- Oak Ridge Associate Universities, P.O.
Box 117, MS-29, Oak Ridge, Tennessee 37831, United States
| | - Elizabeth Onderko
- National Research Council, 500 5th Street NW, Washington, D.C. 20001, United States
| | - Cassandra Bristol
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Shangtao Liu
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
| | - Katelin Pratt
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Arturo Casini
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Raissa Eluere
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Felix Moser
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Carrie Drake
- UES, Inc., 4401 Dayton-Xenia Road, Dayton, Ohio 45432, United States
| | - Maneesh Gupta
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Julius P. Lucks
- Center for Synthetic Biology, Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Katherine L. Akingbade
- U.S. Army Research Laboratory, FCDD-RLS-EB, 2800 Powder Mill Road, Adelphi, Maryland 20783, United States
| | - Matthew P. Lux
- U.S. Army Combat Capabilities Development Command Chemical Biological Center, 8198 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Sarah Glaven
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, Washington, D.C. 20375, United States
| | - Wendy Crookes-Goodson
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Michael C. Jewett
- Center for Synthetic Biology, Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - D. Benjamin Gordon
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Christopher A. Voigt
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
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25
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Kim S, Xing L, Islam AE, Hsiao MS, Ngo Y, Pavlyuk OM, Martineau RL, Hampton CM, Crasto C, Slocik J, Kadakia MP, Hagen JA, Kelley-Loughnane N, Naik RR, Drummy LF. In Operando Observation of Neuropeptide Capture and Release on Graphene Field-Effect Transistor Biosensors with Picomolar Sensitivity. ACS Appl Mater Interfaces 2019; 11:13927-13934. [PMID: 30884221 DOI: 10.1021/acsami.8b20498] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Transmission electron microscopy (TEM) is being pushed to new capabilities which enable studies on systems that were previously out of reach. Among recent innovations, TEM through liquid cells (LC-TEM) enables in operando observation of biological phenomena. This work applies LC-TEM to the study of biological components as they interact on an abiotic surface. Specifically, analytes or target molecules like neuropeptide Y (NPY) are observed in operando on functional graphene field-effect transistor (GFET) biosensors. Biological recognition elements (BREs) identified using biopanning with affinity to NPY are used to functionalize graphene to obtain selectivity. On working devices capable of achieving picomolar responsivity to neuropeptide Y, LC-TEM reveals translational motion, stochastic positional fluctuations due to constrained Brownian motion, and rotational dynamics of captured analyte. Coupling these observations with the electrical responses of the GFET biosensors in response to analyte capture and/or release will potentially enable new insights leading to more advanced and capable biosensor designs.
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Affiliation(s)
| | - Li Xing
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Ahmad E Islam
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Ming-Siao Hsiao
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Yen Ngo
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Oksana M Pavlyuk
- Department of Biochemistry and Molecular Biology , Wright State University , Dayton , Ohio 45431 , United States
| | - Rhett L Martineau
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Cheri M Hampton
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Cameron Crasto
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Joseph Slocik
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Madhavi P Kadakia
- Department of Biochemistry and Molecular Biology , Wright State University , Dayton , Ohio 45431 , United States
| | - Joshua A Hagen
- Rockefeller Neuroscience Institute, School of Medicine , West Virginia University , Morgantown , West Virginia 26506 , United States
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26
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Silverman AD, Kelley-Loughnane N, Lucks JB, Jewett MC. Deconstructing Cell-Free Extract Preparation for in Vitro Activation of Transcriptional Genetic Circuitry. ACS Synth Biol 2019; 8:403-414. [PMID: 30596483 PMCID: PMC6584022 DOI: 10.1021/acssynbio.8b00430] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Recent advances in cell-free gene expression (CFE) systems have enabled their use for a host of synthetic biology applications, particularly for rapid prototyping of genetic circuits and biosensors. Despite the proliferation of cell-free protein synthesis platforms, the large number of currently existing protocols for making CFE extracts muddles the collective understanding of how the extract preparation method affects its functionality. A key aspect of extract performance relevant to many applications is the activity of the native host transcriptional machinery that can mediate protein synthesis. However, protein yields from genes transcribed in vitro by the native Escherichia coli RNA polymerase are variable for different extract preparation techniques, and specifically low in some conventional crude extracts originally optimized for expression by the bacteriophage transcriptional machinery. Here, we show that cell-free expression of genes under bacterial σ70 promoters is constrained by the rate of transcription in crude extracts, and that processing the extract with a ribosomal runoff reaction and subsequent dialysis alleviates this constraint. Surprisingly, these processing steps only enhance protein synthesis in genes under native regulation, indicating that the translation rate is unaffected. We further investigate the role of other common extract preparation process variants on extract performance and demonstrate that bacterial transcription is inhibited by including glucose in the growth culture but is unaffected by flash-freezing the cell pellet prior to lysis. Our final streamlined and detailed protocol for preparing extract by sonication generates extract that facilitates expression from a diverse set of sensing modalities including protein and RNA regulators. We anticipate that this work will clarify the methodology for generating CFE extracts that are active for biosensing using native transcriptional machinery and will encourage the further proliferation of cell-free gene expression technology for new applications.
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Affiliation(s)
- Adam D. Silverman
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 45433, United States
| | - Julius B. Lucks
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
- Member, Robert H. Lurie Comprehensive Cancer Center, and Member, Simpson Querrey Institute, Northwestern University, Chicago, Illinois 60611, United States
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
- Member, Robert H. Lurie Comprehensive Cancer Center, and Member, Simpson Querrey Institute, Northwestern University, Chicago, Illinois 60611, United States
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27
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Xu X, Clément P, Eklöf-Österberg J, Kelley-Loughnane N, Moth-Poulsen K, Chávez JL, Palma M. Reconfigurable Carbon Nanotube Multiplexed Sensing Devices. Nano Lett 2018; 18:4130-4135. [PMID: 29923734 DOI: 10.1021/acs.nanolett.8b00856] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Here we report on the fabrication of reconfigurable and solution processable nanoscale biosensors with multisensing capability, based on single-walled carbon nanotubes (SWCNTs). Distinct DNA-wrapped (hence water-soluble) CNTs were immobilized from solution onto different prepatterned electrodes on the same chip, via a low-cost dielectrophoresis (DEP) methodology. The CNTs were functionalized with specific, and different, aptamer sequences that were employed as selective recognition elements for biomarkers indicative of stress and neuro-trauma conditions. Multiplexed detection of three different biomarkers was successfully performed, and real-time detection was achieved in serum down to physiologically relevant concentrations of 50 nM, 10 nM, and 500 pM for cortisol, dehydroepiandrosterone-sulfate (DHEAS), and neuropeptide Y (NPY), respectively. Additionally, the fabricated nanoscale devices were shown to be reconfigurable and reusable via a simple cleaning procedure. The general applicability of the strategy presented, and the facile device fabrication from aqueous solution, hold great potential for the development of the next generation of low power consumption portable diagnostic assays for the simultaneous monitoring of different health parameters.
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Affiliation(s)
- Xinzhao Xu
- School of Biological and Chemical Sciences, Institute of Bioengineering, and Materials Research Institute , Queen Mary University of London , Mile End Road , London , E1 4NS , United Kingdom
| | - Pierrick Clément
- School of Biological and Chemical Sciences, Institute of Bioengineering, and Materials Research Institute , Queen Mary University of London , Mile End Road , London , E1 4NS , United Kingdom
| | - Johnas Eklöf-Österberg
- Department of Chemistry and Chemical Engineering , Chalmers University of Technology , Gothenburg , 412 96 , Sweden
| | - Nancy Kelley-Loughnane
- Air Force Research Laboratory, 711th Human Performance Wing , Wright-Patterson Air Force Base , Dayton , Ohio 45433 , United States
| | - Kasper Moth-Poulsen
- Department of Chemistry and Chemical Engineering , Chalmers University of Technology , Gothenburg , 412 96 , Sweden
| | - Jorge L Chávez
- Air Force Research Laboratory, 711th Human Performance Wing , Wright-Patterson Air Force Base , Dayton , Ohio 45433 , United States
| | - Matteo Palma
- School of Biological and Chemical Sciences, Institute of Bioengineering, and Materials Research Institute , Queen Mary University of London , Mile End Road , London , E1 4NS , United Kingdom
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28
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Harbaugh SV, Martin JA, Weinstein J, Ingram G, Kelley-Loughnane N. Screening and selection of artificial riboswitches. Methods 2018; 143:77-89. [PMID: 29778645 DOI: 10.1016/j.ymeth.2018.05.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 05/14/2018] [Accepted: 05/15/2018] [Indexed: 01/04/2023] Open
Abstract
Synthetic riboswitches are engineered to regulate gene expression in response to a variety of non-endogenous small molecules, and a challenge to select this engineered response requires robust screening tools. A new synthetic riboswitch can be created by linking an in vitro-selected aptamer library with a randomized expression platform followed by in vivo selection and screening. In order to determine response to analyte, we developed a dual-color reporter comprising elements of the E. coli fimbriae phase variation system: recombinase FimE controlled by a synthetic riboswitch and an invertible DNA segment (fimS) containing a constitutively active promoter placed between two fluorescent protein genes. Without an analyte, the fluorescent reporter constitutively expressed green fluorescent protein (GFPa1). Addition of the analyte initiated translation of fimE causing unidirectional inversion of the fimS segment and constitutive expression of red fluorescent protein (mKate2). The dual color reporter system can be used to select and to optimize artificial riboswitches in E. coli cells. In this work, the enriched library of aptamers incorporated into the riboswitch architecture reduces the sequence search space by offering a higher percentage of potential ligand binders. The study was designed to produce structure switching aptamers, a necessary feature for riboswitch function and efficiently quantify this function using the dual color reporter system.
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Affiliation(s)
- Svetlana V Harbaugh
- Airman Systems Directorate, 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, United States
| | - Jennifer A Martin
- Airman Systems Directorate, 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, United States
| | - Jenna Weinstein
- Airman Systems Directorate, 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, United States
| | - Grant Ingram
- Airman Systems Directorate, 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, United States
| | - Nancy Kelley-Loughnane
- Airman Systems Directorate, 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, United States.
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Abstract
DNA aptamers that bind biomolecular targets are of interest as the recognition element in colorimetric sensors based on gold nanoparticles (AuNP), where sensor functionality is related to changes in AuNP colloidal stability upon target binding. In order to understand the role of target binding on DNA-AuNP colloidal stability, we have used high-resolution NMR to characterize the interactions of the 36 nucleotide cocaine-binding aptamer (MN4) and related aptamers with AuNPs, cocaine, and cocaine metabolites. Changes in the aptamer imino proton NMR spectra with low (20 nM) concentrations of AuNP show that the aptamers undergo fast-exchange adsorption on the nanoparticle surface. An analysis of the spectral changes and the comparison with modified MN4 aptamers shows that the AuNP binding domain is localized on stem two of the three-stemmed aptamer. The identification of an AuNP recognition domain allows for the incorporation of AuNP binding functionality into a wide variety of aptamers. AuNP-induced spectral changes are not observed for the aptamer-AuNP mixtures in the presence of cocaine, demonstrating that aptamer absorption on the AuNP surface is modulated by aptamer-target interactions. The data also show that the DNA-AuNP interactions and sensor functionality are critically dependent on aptamer folding.
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Affiliation(s)
| | - Joshua E Smith
- Department of Chemistry, Alverina University , Reading, Pennsylvania 19607, United States
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30
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Hagen J, Lyon W, Chushak Y, Tomczak M, Naik R, Stone M, Kelley-Loughnane N. Correction to "Detection of Orexin A Neuropeptide in Biological Fluids Using a Zinc Oxide Field Effect Transistor". ACS Chem Neurosci 2017; 8:2568. [PMID: 29023091 DOI: 10.1021/acschemneuro.7b00204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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31
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Drachuk I, Harbaugh S, Geryak R, Kaplan DL, Tsukruk VV, Kelley-Loughnane N. Immobilization of Recombinant E. coli Cells in a Bacterial Cellulose–Silk Composite Matrix To Preserve Biological Function. ACS Biomater Sci Eng 2017; 3:2278-2292. [DOI: 10.1021/acsbiomaterials.7b00367] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Irina Drachuk
- UES Inc., 4401 Dayton-Xenia
Road, Dayton, Ohio 45432, United States
- Air Force Research Laboratory, 711th Human Performance Wing, Airmen Systems Directorate, 2510 Fifth Street, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | - Svetlana Harbaugh
- The Henry M. Jackson Foundation, 6720A Rockledge Drive, Bethesda, Maryland 20817, United States
- Air Force Research Laboratory, 711th Human Performance Wing, Airmen Systems Directorate, 2510 Fifth Street, Wright-Patterson AFB, Dayton, Ohio 45433, United States
| | - Ren Geryak
- School
of Materials Science and Engineering, Georgia Institute of Technology, 771 Ferst Drive NW, Atlanta, Georgia 30332, United States
| | - David L. Kaplan
- Department
of Biomedical Engineering, Tufts University, 4 Colby Street, Medford, Massachusetts 02155, United States
| | - Vladimir V. Tsukruk
- School
of Materials Science and Engineering, Georgia Institute of Technology, 771 Ferst Drive NW, Atlanta, Georgia 30332, United States
| | - Nancy Kelley-Loughnane
- Air Force Research Laboratory, 711th Human Performance Wing, Airmen Systems Directorate, 2510 Fifth Street, Wright-Patterson AFB, Dayton, Ohio 45433, United States
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32
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Yoho JN, Geier B, Grigsby CC, Hagen JA, Chávez JL, Kelley-Loughnane N. Cross-Reactive Plasmonic Aptasensors for Controlled Substance Identification. Sensors (Basel) 2017; 17:s17091935. [PMID: 28832512 PMCID: PMC5620944 DOI: 10.3390/s17091935] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 08/16/2017] [Accepted: 08/19/2017] [Indexed: 01/02/2023]
Abstract
In this work, we developed an assay to determine if an arbitrary white powder is a controlled substance, given the plasmonic response of aptamer-gold nanoparticle conjugates (Apt-AuNPs). Toward this end, we designed Apt-AuNPs with specific a response to common controlled substances without cross reactivity to chemicals typically used as fillers in street formulations. Plasmonic sensor variation was shown to produce unique data fingerprints for each chemical analyzed, supporting the application of multivariate statistical techniques to annotate unknown samples by chemical similarity. Importantly, the assay takes less than fifteen minutes to run, and requires only a few micrograms of the material, making the proposed assay easily deployable in field operations.
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Affiliation(s)
- Joshua N Yoho
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH 45433, USA.
- UES, Inc., 4401 Dayton-Xenia Road, Dayton, OH 45432, USA.
| | - Brian Geier
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH 45433, USA.
- UES, Inc., 4401 Dayton-Xenia Road, Dayton, OH 45432, USA.
| | - Claude C Grigsby
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH 45433, USA.
| | - Joshua A Hagen
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH 45433, USA.
| | - Jorge L Chávez
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH 45433, USA.
- UES, Inc., 4401 Dayton-Xenia Road, Dayton, OH 45432, USA.
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Airman Systems Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Dayton, OH 45433, USA.
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33
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Goodson MS, Bennett AC, Jennewine BR, Briskin E, Harbaugh SV, Kelley-Loughnane N. Amplifying Riboswitch Signal Output Using Cellular Wiring. ACS Synth Biol 2017; 6:1440-1444. [PMID: 28430408 DOI: 10.1021/acssynbio.6b00191] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
If fieldable riboswitch-based biological sensors are to fulfill their potential, it is necessary to increase their signal output. Here we report a novel modular amplification system using a riboswitch to initiate signaling between a sensing strain and a reporter strain of E. coli. A quorum sensing signaling molecule biologically wires the sensing and reporter strains together. The amplification circuit increased the amount of fluorescence generated on ligand binding compared to when the riboswitch controlled fluorescence expression directly. This had the corollary effect of increasing the sensitivity of the system, and allowed riboswitch-based reporting in E. coli strains that did not produce a detectable output when the riboswitch directly controlled reporter expression. The amplification circuit also reduced the time required to detect a signal output. The modularity of this amplification system coupled with the achievable increases in output can advance the development of riboswitches and biological sensors.
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Affiliation(s)
- Michael S. Goodson
- 711th
Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air
Force Base, Ohio 45433, United States
- UES, Inc., Dayton, Ohio 45432, United States
| | - Annastacia C. Bennett
- 711th
Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air
Force Base, Ohio 45433, United States
- UES, Inc., Dayton, Ohio 45432, United States
| | - Brenton R. Jennewine
- 711th
Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air
Force Base, Ohio 45433, United States
| | - Emily Briskin
- 711th
Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air
Force Base, Ohio 45433, United States
| | - Svetlana V. Harbaugh
- 711th
Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air
Force Base, Ohio 45433, United States
- Henry Jackson Foundation, Bethesda, Maryland 20817, United States
| | - Nancy Kelley-Loughnane
- 711th
Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air
Force Base, Ohio 45433, United States
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34
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Abstract
Riboswitches are RNA-based "sensors" that utilize chemically induced structural changes in the 5'-untranslated region of mRNA to regulate expression of downstream genes. Coupling a specific riboswitch with a reporter gene system translates chemical detection by the cell into a quantifiable reporter protein signal. For the majority of reporter gene systems, the readout signal is only expressed in the presence of the target analyte. This makes it difficult to determine the viability and localization of the uninduced biosensor when it is used for "real-word" applications. To address this problem, we developed a dual-color reporter comprising elements of the E. coli fimbriae phase variation system: recombinase FimE controlled by a synthetic riboswitch and an invertible DNA segment (fimS) containing a constitutively active promoter placed between two fluorescent protein genes. Without an analyte, the fluorescent reporter constitutively expressed green fluorescent protein (GFPa1). Addition of the analyte initiated translation of fimE causing unidirectional inversion of the fimS segment and constitutive expression of red fluorescent protein (mKate2). Thus, the sensor is always fluorescent, but its color is determined by detection of a specific analyte. We demonstrate that the recombinase-based dual-color reporter can be successfully applied to monitor the activation of a theophylline synthetic riboswitch that was used as our model system. To show the feasibility of the FimE recombinase-based system to serve as a reporter for monitoring activation of multiple synthetic riboswitches and, therefore, expand the applicability of the system, we tested a number of previously developed synthetic riboswitches responsive to different analytes. We show that the dual-color reporter system can be successfully used to monitor activation of M6 and M6″ riboswitches responsive to ammeline and pyrimido[4,5-d]pyrimidine-2,4-diamine, respectively, and a 2,4,6-trinitrotoluene-responsive riboswitch developed in this study. We also demonstrate that the system can be reversed by HbiF recombinase-mediated fimS inversion to the initial state of the fluorescent reporter, creating a resettable and reusable cell-based sensor.
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Affiliation(s)
- Svetlana V. Harbaugh
- 711th
Human Performance Wing, Airman Systems Directorate, Air Force Research
Laboratory, Wright-Patterson Air Force Base, Wright-Patterson AFB, Ohio 45433, United States
- The Henry M. Jackson Foundation, 6720A Rockledge Drive, Bethesda, Maryland 20817, United States
| | - Michael S. Goodson
- 711th
Human Performance Wing, Airman Systems Directorate, Air Force Research
Laboratory, Wright-Patterson Air Force Base, Wright-Patterson AFB, Ohio 45433, United States
- UES, Inc., 4401 Dayton-Xenia
Road, Dayton, Ohio 45432, United States
| | - Kateri Dillon
- 711th
Human Performance Wing, Airman Systems Directorate, Air Force Research
Laboratory, Wright-Patterson Air Force Base, Wright-Patterson AFB, Ohio 45433, United States
| | - Sarah Zabarnick
- 711th
Human Performance Wing, Airman Systems Directorate, Air Force Research
Laboratory, Wright-Patterson Air Force Base, Wright-Patterson AFB, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- 711th
Human Performance Wing, Airman Systems Directorate, Air Force Research
Laboratory, Wright-Patterson Air Force Base, Wright-Patterson AFB, Ohio 45433, United States
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35
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Murdock RC, Gallegos KM, Hagen JA, Kelley-Loughnane N, Weiss AA, Papautsky I. Development of a point-of-care diagnostic for influenza detection with antiviral treatment effectiveness indication. Lab Chip 2017; 17:332-340. [PMID: 27966711 PMCID: PMC5241167 DOI: 10.1039/c6lc01074a] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Currently, diagnosis of influenza is performed either through tedious polymerase chain reaction (PCR) or through rapid antigen detection assays. The rapid antigen detection assays available today are highly specific but not very sensitive, and most importantly, lack the ability to show if the strain of influenza detected is susceptible to antiviral agents, such as Tamiflu and Relenza. The ability to rapidly determine if a patient has an infectious disease and what type of treatment the infection will respond to, would significantly reduce the treatment decision time, shorten the impact of symptoms, and minimize transfer to others. In this study, a novel, point-of-care style μPAD (microfluidic paper-based diagnostic) for influenza has been developed with the ability to determine antiviral susceptibility of the strain for treatment decision. The assay exploits the enzymatic activity of surface proteins present on all influenza strains, and potential false positive responses can be mitigated. A sample can be added to the device, distributed to 4 different reagent zones, and development of the enzymatic substrate under different buffer conditions takes place on bottom of the device. Analysis can be performed by eye or through a colorimetric image analysis smartphone application.
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Affiliation(s)
- Richard C Murdock
- 711 HPW/RHXBC, Human Signatures Branch, Airman Systems Directorate, 711th Human Performance Wing, Wright-Patterson AFB, OH, USA. and BioMicroSystems Lab, Department of Electrical Engineering and Computing Systems, University of Cincinnati, Cincinnati, OH, USA
| | - Karen M Gallegos
- Department of Molecular Genetics, Biochemistry, and Microbiology, University of Cincinnati, Cincinnati, OH, USA and Department of Microbiology and Immunology, Midwestern University, Downers Grove, IL, USA
| | - Joshua A Hagen
- 711 HPW/RHXBC, Human Signatures Branch, Airman Systems Directorate, 711th Human Performance Wing, Wright-Patterson AFB, OH, USA.
| | - Nancy Kelley-Loughnane
- 711 HPW/RHXBC, Human Signatures Branch, Airman Systems Directorate, 711th Human Performance Wing, Wright-Patterson AFB, OH, USA.
| | - Alison A Weiss
- Department of Molecular Genetics, Biochemistry, and Microbiology, University of Cincinnati, Cincinnati, OH, USA
| | - Ian Papautsky
- Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, USA.
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36
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Fernandez RE, Sanghavi BJ, Farmehini V, Chávez JL, Hagen J, Kelley-Loughnane N, Chou CF, Swami NS. Aptamer-functionalized graphene-gold nanocomposites for label-free detection of dielectrophoretic-enriched neuropeptide Y. Electrochem commun 2016. [DOI: 10.1016/j.elecom.2016.09.017] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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37
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Smith JE, Chávez JL, Hagen JA, Kelley-Loughnane N. Design and Development of Aptamer–Gold Nanoparticle Based Colorimetric Assays for In-the-field Applications. J Vis Exp 2016. [DOI: 10.3791/54063] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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38
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Sanghavi BJ, Moore JA, Chávez JL, Hagen JA, Kelley-Loughnane N, Chou CF, Swami NS. Aptamer-functionalized nanoparticles for surface immobilization-free electrochemical detection of cortisol in a microfluidic device. Biosens Bioelectron 2015; 78:244-252. [PMID: 26618642 DOI: 10.1016/j.bios.2015.11.044] [Citation(s) in RCA: 100] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 10/21/2015] [Accepted: 11/14/2015] [Indexed: 12/26/2022]
Abstract
Monitoring the periodic diurnal variations in cortisol from small volume samples of serum or saliva is of great interest, due to the regulatory role of cortisol within various physiological functions and stress symptoms. Current detection assays are immunologically based and require cumbersome antibody immobilization chemistries, thereby limiting the assay versatility, kinetics, and reproducibility. We present a quantitative aptamer-based detection methodology for cortisol that does not require target labeling, capture probe immobilization on the detection surface or wash steps prior to readout. Using a recognition system of aptamer functionalized gold nanoparticles pre-bound with electro-active triamcinolone, the cortisol level is detected based on its competitive binding to the aptamer by following signal from the displaced triamcinolone using square wave voltammetry at patterned graphene-modified electrodes in a microfluidic or nanoslit device. Due to the 3D analyte diffusion profile at the aptamer interface and the ability to enhance the surface area for cortisol capture, this assay shows signal linearity over a five-log analyte concentration range (10 μg/mL to 30 pg/mL) and exhibits rapid binding kinetics with cortisol versus other glucocorticoids, as apparent from the absence of interferences from estradiol, testosterone and progesterone. The assay is carried out within the biologically relevant range for glucocorticoids in serum and saliva matrices, and benchmarked versus ELISA and radioimmunoassays. Based on absence of cumbersome surface immobilization and wash steps for carrying out this assay, its quantitative signal characteristics and its ability to resist interferences from other glucocorticoids, we envision its application towards routine monitoring of cortisol within bio-fluids.
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Affiliation(s)
- Bankim J Sanghavi
- Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA 22904, USA
| | - John A Moore
- Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA 22904, USA
| | - Jorge L Chávez
- Air Force Research Laboratory, Human Effectiveness Directorate, 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
| | - Joshua A Hagen
- Air Force Research Laboratory, Human Effectiveness Directorate, 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
| | - Nancy Kelley-Loughnane
- Air Force Research Laboratory, Human Effectiveness Directorate, 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
| | - Chia-Fu Chou
- Institute of Physics, Academia Sinica, Taipei-11529, Taiwan
| | - Nathan S Swami
- Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA 22904, USA.
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39
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Savage TJ, Dunphy DR, Harbaugh S, Kelley-Loughnane N, Harper JC, Brinker CJ. Influence of Silica Matrix Composition and Functional Component Additives on the Bioactivity and Viability of Encapsulated Living Cells. ACS Biomater Sci Eng 2015; 1:1231-1238. [DOI: 10.1021/acsbiomaterials.5b00261] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Travis J. Savage
- Chemical & Biological Engineering, University of New Mexico, Albuquerque, New Mexico 87106, United States
| | - Darren R. Dunphy
- Chemical & Biological Engineering, University of New Mexico, Albuquerque, New Mexico 87106, United States
| | - Svetlana Harbaugh
- Air
Force Research Laboratory, Human Effectiveness Directorate, Wright-Patterson Air Force Base, Dayton, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- Air
Force Research Laboratory, Human Effectiveness Directorate, Wright-Patterson Air Force Base, Dayton, Ohio 45433, United States
| | | | - C. Jeffrey Brinker
- Chemical & Biological Engineering, University of New Mexico, Albuquerque, New Mexico 87106, United States
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40
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Chávez JL, Leny JK, Witt S, Slusher GM, Hagen JA, Kelley-Loughnane N. Plasmonic aptamer-gold nanoparticle sensors for small molecule fingerprint identification. Analyst 2015; 139:6214-22. [PMID: 25319608 DOI: 10.1039/c4an01376j] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The utilization of the plasmonic response of aptamer-gold nanoparticle conjugates (Apt-AuNPs) to design cross-reactive arrays for fingerprint identification of small molecular targets was demonstrated for the first time. Four aptamers with different structural features previously selected to bind different targets were used in combination with AuNPs by adsorbing the DNA on the AuNPs surface. The optimized response of the Apt-AuNPs to the analytes showed that, depending on the specific aptamer used, target binding by the aptamer could result in an increase or decrease of Apt-AuNPs stability. These Apt-AuNPs showed the ability to recognize different analytes with different affinities, generating fingerprints that allowed unambiguous analyte identification with response times in less than fifteen minutes. Importantly, it was observed that it was not necessary to select an aptamer per analyte of interest to generate differentiable signatures, but a subset of aptamers could be used to identify a larger number of analytes. The data was analyzed using principal component analysis, showing efficient clustering of the different datasets for qualitative and quantitative identification. This work opens the door to using these Apt-AuNPs in point of care diagnostics applications where fast sensors with easy to read outputs are needed.
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Affiliation(s)
- Jorge L Chávez
- Human Effectiveness Directorate, 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, OH 45433, USA.
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41
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Rose DP, Ratterman ME, Griffin DK, Hou L, Kelley-Loughnane N, Naik RR, Hagen JA, Papautsky I, Heikenfeld JC. Adhesive RFID Sensor Patch for Monitoring of Sweat Electrolytes. IEEE Trans Biomed Eng 2015. [PMID: 25398174 DOI: 10.1109/tbme.2014.2369910.1109/tbme.2014.2369991] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Wearable digital health devices are dominantly found in rigid form factors such as bracelets and pucks. An adhesive radio-frequency identification (RFID) sensor bandage (patch) is reported, which can be made completely intimate with human skin, a distinct advantage for chronological monitoring of biomarkers in sweat. In this demonstration, a commercial RFID chip is adapted with minimum components to allow potentiometric sensing of solutes in sweat, and surface temperature, as read by an Android smartphone app with 96% accuracy at 50 mM Na(+) (in vitro tests). All circuitry is solder-reflow integrated on a standard Cu/polyimide flexible-electronic layer including an antenna, but while also allowing electroplating for simple integration of exotic metals for sensing electrodes. Optional paper microfluidics wick sweat from a sweat porous adhesive allowing flow to the sensor, or the sensor can be directly contacted to the skin. The wearability of the patch has been demonstrated for up to seven days, and includes a protective textile which provides a feel and appearance similar to a standard Band-Aid. Applications include hydration monitoring, but the basic capability is extendable to other mM ionic solutes in sweat (Cl(-), K(+), Mg(2+), NH4(+), and Zn(2+)). The design and fabrication of the patch are provided in full detail, as the basic components could be useful in the design of other wearable sensors.
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42
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Martin JA, Mirau PA, Chushak Y, Chávez JL, Naik RR, Hagen JA, Kelley-Loughnane N. Single-Round Patterned DNA Library Microarray Aptamer Lead Identification. J Anal Methods Chem 2015; 2015:137489. [PMID: 26075138 PMCID: PMC4446497 DOI: 10.1155/2015/137489] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 04/22/2015] [Accepted: 04/27/2015] [Indexed: 06/04/2023]
Abstract
A method for identifying an aptamer in a single round was developed using custom DNA microarrays containing computationally derived patterned libraries incorporating no information on the sequences of previously reported thrombin binding aptamers. The DNA library was specifically designed to increase the probability of binding by enhancing structural complexity in a sequence-space confined environment, much like generating lead compounds in a combinatorial drug screening library. The sequence demonstrating the highest fluorescence intensity upon target addition was confirmed to bind the target molecule thrombin with specificity by surface plasmon resonance, and a novel imino proton NMR/2D NOESY combination was used to screen the structure for G-quartet formation. We propose that the lack of G-quartet structure in microarray-derived aptamers may highlight differences in binding mechanisms between surface-immobilized and solution based strategies. This proof-of-principle study highlights the use of a computational driven methodology to create a DNA library rather than a SELEX based approach. This work is beneficial to the biosensor field where aptamers selected by solution based evolution have proven challenging to retain binding function when immobilized on a surface.
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Affiliation(s)
- Jennifer A. Martin
- Human Effectiveness Directorate, 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, 6720A Rockledge Drive, Bethesda, MD 20817, USA
| | - Peter A. Mirau
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, OH 45433, USA
| | - Yaroslav Chushak
- Human Effectiveness Directorate, 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, 6720A Rockledge Drive, Bethesda, MD 20817, USA
| | - Jorge L. Chávez
- Human Effectiveness Directorate, 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
- UES Inc., 4401 Dayton-Xenia Road, Dayton, Dayton, OH 45433, USA
| | - Rajesh R. Naik
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base, OH 45433, USA
| | - Joshua A. Hagen
- Human Effectiveness Directorate, 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
| | - Nancy Kelley-Loughnane
- Human Effectiveness Directorate, 711 Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH 45433, USA
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Sonner Z, Wilder E, Heikenfeld J, Kasting G, Beyette F, Swaile D, Sherman F, Joyce J, Hagen J, Kelley-Loughnane N, Naik R. The microfluidics of the eccrine sweat gland, including biomarker partitioning, transport, and biosensing implications. Biomicrofluidics 2015; 9:031301. [PMID: 26045728 PMCID: PMC4433483 DOI: 10.1063/1.4921039] [Citation(s) in RCA: 335] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Accepted: 04/30/2015] [Indexed: 05/02/2023]
Abstract
Non-invasive and accurate access of biomarkers remains a holy grail of the biomedical community. Human eccrine sweat is a surprisingly biomarker-rich fluid which is gaining increasing attention. This is especially true in applications of continuous bio-monitoring where other biofluids prove more challenging, if not impossible. However, much confusion on the topic exists as the microfluidics of the eccrine sweat gland has never been comprehensively presented and models of biomarker partitioning into sweat are either underdeveloped and/or highly scattered across literature. Reported here are microfluidic models for eccrine sweat generation and flow which are coupled with review of blood-to-sweat biomarker partition pathways, therefore providing insights such as how biomarker concentration changes with sweat flow rate. Additionally, it is shown that both flow rate and biomarker diffusion determine the effective sampling rate of biomarkers at the skin surface (chronological resolution). The discussion covers a broad class of biomarkers including ions (Na(+), Cl(-), K(+), NH4 (+)), small molecules (ethanol, cortisol, urea, and lactate), and even peptides or small proteins (neuropeptides and cytokines). The models are not meant to be exhaustive for all biomarkers, yet collectively serve as a foundational guide for further development of sweat-based diagnostics and for those beginning exploration of new biomarker opportunities in sweat.
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Affiliation(s)
- Z Sonner
- Department of Electrical Engineering and Computer Systems, University of Cincinnati , Cincinnati, Ohio 45221, USA
| | - E Wilder
- Winkle College of Pharmacy, University of Cincinnati , Cincinnati, Ohio 45267, USA
| | - J Heikenfeld
- Department of Electrical Engineering and Computer Systems, University of Cincinnati , Cincinnati, Ohio 45221, USA
| | - G Kasting
- Winkle College of Pharmacy, University of Cincinnati , Cincinnati, Ohio 45267, USA
| | - F Beyette
- Department of Electrical Engineering and Computer Systems, University of Cincinnati , Cincinnati, Ohio 45221, USA
| | - D Swaile
- P&G Sharon Woods Innovation Center , Cincinnati, Ohio 45241, USA
| | - F Sherman
- P&G Beckett Ridge Technical Center , West Chester, Ohio 45069, USA
| | - J Joyce
- P&G Beckett Ridge Technical Center , West Chester, Ohio 45069, USA
| | - J Hagen
- 711 Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory , Wright-Patterson Air Force Base, Dayton, Ohio 45233, USA
| | - N Kelley-Loughnane
- 711 Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory , Wright-Patterson Air Force Base, Dayton, Ohio 45233, USA
| | - R Naik
- Functional Materials Division, Materials and Manufacturing Directorate, Air Force Research Laboratory , Wright-Patterson Air Force Base, Dayton, Ohio 45233, USA
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Drachuk I, Suntivich R, Calabrese R, Harbaugh S, Kelley-Loughnane N, Kaplan DL, Stone M, Tsukruk VV. Printed Dual Cell Arrays for Multiplexed Sensing. ACS Biomater Sci Eng 2015; 1:287-294. [DOI: 10.1021/ab500085k] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Irina Drachuk
- School
of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Rattanon Suntivich
- School
of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Rossella Calabrese
- Department
of Biomedical Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Svetlana Harbaugh
- Air
Force Research Laboratory, Directorate of Human Effectiveness, Wright-Patterson Air Force Base, Dayton, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- Air
Force Research Laboratory, Directorate of Human Effectiveness, Wright-Patterson Air Force Base, Dayton, Ohio 45433, United States
| | - David L. Kaplan
- Department
of Biomedical Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Morley Stone
- Air
Force Research Laboratory, Directorate of Human Effectiveness, Wright-Patterson Air Force Base, Dayton, Ohio 45433, United States
| | - Vladimir V. Tsukruk
- School
of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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Martin JA, Smith JE, Warren M, Chávez JL, Hagen JA, Kelley-Loughnane N. A method for selecting structure-switching aptamers applied to a colorimetric gold nanoparticle assay. J Vis Exp 2015:e52545. [PMID: 25870978 PMCID: PMC4401151 DOI: 10.3791/52545] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Small molecules provide rich targets for biosensing applications due to their physiological implications as biomarkers of various aspects of human health and performance. Nucleic acid aptamers have been increasingly applied as recognition elements on biosensor platforms, but selecting aptamers toward small molecule targets requires special design considerations. This work describes modification and critical steps of a method designed to select structure-switching aptamers to small molecule targets. Binding sequences from a DNA library hybridized to complementary DNA capture probes on magnetic beads are separated from nonbinders via a target-induced change in conformation. This method is advantageous because sequences binding the support matrix (beads) will not be further amplified, and it does not require immobilization of the target molecule. However, the melting temperature of the capture probe and library is kept at or slightly above RT, such that sequences that dehybridize based on thermodynamics will also be present in the supernatant solution. This effectively limits the partitioning efficiency (ability to separate target binding sequences from nonbinders), and therefore many selection rounds will be required to remove background sequences. The reported method differs from previous structure-switching aptamer selections due to implementation of negative selection steps, simplified enrichment monitoring, and extension of the length of the capture probe following selection enrichment to provide enhanced stringency. The selected structure-switching aptamers are advantageous in a gold nanoparticle assay platform that reports the presence of a target molecule by the conformational change of the aptamer. The gold nanoparticle assay was applied because it provides a simple, rapid colorimetric readout that is beneficial in a clinical or deployed environment. Design and optimization considerations are presented for the assay as proof-of-principle work in buffer to provide a foundation for further extension of the work toward small molecule biosensing in physiological fluids.
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Affiliation(s)
- Jennifer A Martin
- 711th Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base; The Henry M. Jackson Foundation
| | - Joshua E Smith
- 711th Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base; The Henry M. Jackson Foundation
| | - Mercedes Warren
- 711th Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base
| | - Jorge L Chávez
- 711th Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base; UES, Inc
| | - Joshua A Hagen
- 711th Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base
| | - Nancy Kelley-Loughnane
- 711th Human Performance Wing, Human Effectiveness Directorate, Air Force Research Laboratory, Wright-Patterson Air Force Base;
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Drachuk I, Calabrese R, Harbaugh S, Kelley-Loughnane N, Kaplan DL, Stone M, Tsukruk VV. Silk macromolecules with amino acid-poly(ethylene glycol) grafts for controlling layer-by-layer encapsulation and aggregation of recombinant bacterial cells. ACS Nano 2015; 9:1219-35. [PMID: 25588116 DOI: 10.1021/nn504890z] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
This study introduces double-brush designs of functionalized silk polyelectrolytes based upon regenerated silk fibroin (SF), which is modified with poly-L-lysine (SF-PLL), poly-L-glutamic acid (SF-PGA), and poly(ethylene glycol) (PEG) side chains with different grafting architecture and variable amino acid-PEG graft composition for cell encapsulation. The molecular weight of poly amino acids (length of side chains), molecular weight and degree of PEG grafting (D) were varied in order to assess the formation of cytocompatible and robust layer-by-layer (LbL) shells on two types of bacterial cells (Gram-negative and Gram-positive bacteria). We observed that shells assembled with charged polycationic amino acids adversely effected the properties of microbial cells while promoting the formation of large cell aggregates. In contrast, hydrogen-bonded shells with high PEG grafting density were the most cytocompatible, while promoting formation of stable colloidal suspensions of individual cell encapsulates. The stability to degradation of silk shells (under standard cell incubation procedure) was related to the intrinsic properties of thermodynamic bonding forces, with shells based on electrostatic interactions having stronger resistance to deterioration compared to pure hydrogen-bonded silk shells. By optimizing the charge density of silk polyelectrolytes brushes, as well as the length and the degree of PEG side grafts, robust and cytocompatible cell coatings were engineered that can control aggregation of cells for biosensor devices and other potential biomedical applications.
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Affiliation(s)
- Irina Drachuk
- School of Materials Science and Engineering, Georgia Institute of Technology , Atlanta, Georgia 30332, United States
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47
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Rose DP, Ratterman ME, Griffin DK, Hou L, Kelley-Loughnane N, Naik RR, Hagen JA, Papautsky I, Heikenfeld JC. Adhesive RFID Sensor Patch for Monitoring of Sweat Electrolytes. IEEE Trans Biomed Eng 2014; 62:1457-65. [PMID: 25398174 DOI: 10.1109/tbme.2014.2369991] [Citation(s) in RCA: 189] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Wearable digital health devices are dominantly found in rigid form factors such as bracelets and pucks. An adhesive radio-frequency identification (RFID) sensor bandage (patch) is reported, which can be made completely intimate with human skin, a distinct advantage for chronological monitoring of biomarkers in sweat. In this demonstration, a commercial RFID chip is adapted with minimum components to allow potentiometric sensing of solutes in sweat, and surface temperature, as read by an Android smartphone app with 96% accuracy at 50 mM Na(+) (in vitro tests). All circuitry is solder-reflow integrated on a standard Cu/polyimide flexible-electronic layer including an antenna, but while also allowing electroplating for simple integration of exotic metals for sensing electrodes. Optional paper microfluidics wick sweat from a sweat porous adhesive allowing flow to the sensor, or the sensor can be directly contacted to the skin. The wearability of the patch has been demonstrated for up to seven days, and includes a protective textile which provides a feel and appearance similar to a standard Band-Aid. Applications include hydration monitoring, but the basic capability is extendable to other mM ionic solutes in sweat (Cl(-), K(+), Mg(2+), NH4(+), and Zn(2+)). The design and fabrication of the patch are provided in full detail, as the basic components could be useful in the design of other wearable sensors.
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48
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Martin JA, Chávez JL, Chushak Y, Chapleau RR, Hagen J, Kelley-Loughnane N. Tunable stringency aptamer selection and gold nanoparticle assay for detection of cortisol. Anal Bioanal Chem 2014; 406:4637-47. [PMID: 24880870 DOI: 10.1007/s00216-014-7883-8] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 04/25/2014] [Accepted: 05/07/2014] [Indexed: 01/17/2023]
Abstract
The first-known aptamer for the stress biomarker cortisol was selected using a tunable stringency magnetic bead selection strategy. The capture DNA probe immobilized on the beads was systematically lengthened to increase the number of bases bound to the complementary pool primer regions following selection enrichment. This resulted in a single sequence (15-1) dominating the final round 15 pool, where the same sequence was the second-highest copy number candidate in the enriched pool with the shorter capture DNA probe (round 13). A thorough analysis of the next-generation sequencing results showed that a high copy number may only correlate with enhanced affinity under certain stringency and enrichment conditions, in contrast with prior published reports. Aptamer 15-1 demonstrated enhanced binding to cortisol (K(d) = 6.9 ± 2.8 μM by equilibrium dialysis; 16.1 ± 0.6 μM by microscale thermophoresis) when compared with the top sequence from round 13 and the negative control progesterone. Whereas most aptamer selections terminate at the selection round demonstrating the highest enrichment, this work shows that extending the selection with higher stringency conditions leads to lower amounts eluted by the target but higher copy numbers of a sequence with enhanced binding. The structure-switching aptamer was applied to a gold nanoparticle assay in buffer and was shown to discriminate between cortisol and two other stress biomarkers, norepinephrine and epinephrine, and a structurally analogous biomarker of liver dysfunction, cholic acid. We believe this approach enhances aptamer selection and serves as proof-of-principle work toward development of point-of-care diagnostics for medical, combat, or bioterrorism targets.
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Affiliation(s)
- Jennifer A Martin
- Air Force Research Laboratory, Human Effectiveness Directorate, 711th Human Performance Wing, Wright-Patterson Air Force Base, Dayton, OH, 45433, USA
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49
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Rose DP, Ratterman M, Griffin DK, Hou L, Kelley-Loughnane N, Naik RK, Hagen JA, Papautsky I, Heikenfeld J. System-level design of an RFID sweat electrolyte sensor patch. Annu Int Conf IEEE Eng Med Biol Soc 2014; 2014:4038-4041. [PMID: 25570878 DOI: 10.1109/embc.2014.6944510] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Wearable digital health devices are dominantly found in rigid form factors such as bracelets and pucks. An adhesive RFID sensor bandage (patch) is reported, which can be made completely intimate with human skin, a distinct advantage for chronological monitoring of biomarkers in sweat. In this demonstration, a commercial RFID chip is adapted with minimum components to allow potentiometric sensing of mM ionic solutes in sweat, and surface temperature, as read by an Android smart-phone app (in-vitro tests).
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50
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Murdock RC, Shen L, Griffin DK, Kelley-Loughnane N, Papautsky I, Hagen JA. Optimization of a paper-based ELISA for a human performance biomarker. Anal Chem 2013; 85:11634-42. [PMID: 24206087 DOI: 10.1021/ac403040a] [Citation(s) in RCA: 121] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Monitoring aspects of human performance during various activities has recently become a highly investigated research area. Many new commercial products are available now to monitor human physical activity or responses while performing activities ranging from playing sports, to driving, and even sleeping. However, monitoring cognitive performance biomarkers, such as neuropeptides, is still an emerging field due to the complicated sample collection and processing, as well as the need for a clinical lab to perform analysis. Enzyme-linked immunosorbent assays (ELISAs) provide specific detection of biomolecules with high sensitivity (picomolar concentrations). Even with the advantage of high sensitivity, most ELISAs need to be performed in a laboratory setting and require around 6 h to complete. Transitioning this assay to a platform where it reduces cost, shortens assay time, and is able to be performed outside a lab is invaluable. Recently developed paper diagnostics provide an inexpensive platform on which to perform ELISAs; however, the major limiting factor for moving out of the laboratory environment is the measurement and analysis instrumentation. Using something as simple as a digital camera or camera-enabled Windows- or Android-based tablets, we are able to image paper-based ELISAs (P-ELISAs), perform image analysis, and produce response curves with high correlation to target biomolecule concentration in the 10 pM range. Neuropeptide Y detection was performed. Additionally, silver enhancement of Au NPs conjugated with IgG antibodies showed a concentration-dependent response to IgG, thus eliminating the need for an enzyme-substrate system. Automated image analysis and quantification of antigen concentrations are able to be performed on Windows- and Android-based mobile platforms.
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Affiliation(s)
- Richard C Murdock
- 711 HPW/RHXBC, Human Signatures Branch, Human Effectiveness Directorate, 711th Human Performance Wing, Wright-Patterson AFB, OH, U.S.A
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