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Hegde O, Chatterjee R, Rasheed A, Chakravortty D, Basu S. Multiscale vapor-mediateddendritic pattern formation and bacterial aggregation in complex respiratory biofluid droplets. J Colloid Interface Sci 2022; 606:2011-2023. [PMID: 34749448 DOI: 10.1016/j.jcis.2021.09.158] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 09/16/2021] [Accepted: 09/25/2021] [Indexed: 01/17/2023]
Abstract
HYPOTHESIS Deposits of biofluid droplets on surfaces (such as respiratory droplets formed during an expiratory) are composed of water-based salt-protein solution that may also contain an infection (bacterial/viral). The final patterns of the deposit formed and bacterial aggregation on the deposits are dictated by the fluid composition and flow dynamics within the droplet. EXPERIMENTS This work reports the spatio-temporal, topological regulation of deposits of respiratory fluid droplets and control of bacterial aggregation by tweaking flow inside droplets using non-contact vapor-mediated interactions. Desiccated respiratory droplets form deposits with haphazard multiscale dendritic, cruciform-shaped precipitates when evaporated on a glass substrate. However, we showcase that short and long-range vapor-mediated interaction between the droplets can be used as a tool to control these deposits at nano-micro-millimeter scales. We morphologically control hierarchial dendrite size, orientation and subsequently suppress cruciform-shaped crystals by placing a droplet of ethanol in the vicinity of the biofluid droplet. Active living matter in respiratory fluids like bacteria is preferentially segregated and agglomerated without its viability and pathogenesis attenuation. FINDINGS The nucleation sites can be controlled via preferential transfer of solutes in the droplets; thus, achieving control over crystal occurrence, growth dynamics, and the final topology of the deposit. For the first time, we have experimentally presented a proof-of-concept to control the aggregation of live active matter like bacteria without any direct contact. The methodology can have ramifications in biomedical applications like disease detection and bacterial segregation.
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Affiliation(s)
- Omkar Hegde
- Department of Mechanical Engineering, Indian Institute of Science, Bangalore 560012, India
| | - Ritika Chatterjee
- Department of Cell Biology and Microbiology, Indian Institute of Science, Bangalore 560012, India
| | - Abdur Rasheed
- Department of Mechanical Engineering, Indian Institute of Science, Bangalore 560012, India
| | - Dipshikha Chakravortty
- Department of Cell Biology and Microbiology, Indian Institute of Science, Bangalore 560012, India.
| | - Saptarshi Basu
- Department of Mechanical Engineering, Indian Institute of Science, Bangalore 560012, India.
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McKay R, Ghodasra M, Schardt J, Quan D, Pottash AE, Shang W, Jay SM, Payne GF, Chang MW, March JC, Bentley WE. A platform of genetically engineered bacteria as vehicles for localized delivery of therapeutics: Toward applications for Crohn's disease. Bioeng Transl Med 2018; 3:209-221. [PMID: 30377661 PMCID: PMC6195910 DOI: 10.1002/btm2.10113] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 08/22/2018] [Accepted: 08/22/2018] [Indexed: 12/14/2022] Open
Abstract
For therapies targeting diseases of the gastrointestinal tract, we and others envision probiotic bacteria that synthesize and excrete biotherapeutics at disease sites. Toward this goal, we have engineered commensal E. coli that selectively synthesize and secrete a model biotherapeutic in the presence of nitric oxide (NO), an intestinal biomarker for Crohn's disease (CD). This is accomplished by co‐expressing the pore forming protein TolAIII with the biologic, granulocyte macrophage‐colony stimulating factor (GM‐CSF). We have additionally engineered these bacteria to accumulate at sites of elevated NO by engineering their motility circuits and controlling pseudotaxis. Importantly, because we have focused on in vitro test beds, motility and biotherapeutics production are spatiotemporally characterized. Together, the targeted recognition, synthesis, and biomolecule delivery comprises a “smart” probiotics platform that may have utility in the treatment of CD. Further, this platform could be modified to accommodate other pursuits by swapping the promoter and therapeutic gene to reflect other disease biomarkers and treatments, respectively.
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Affiliation(s)
- Ryan McKay
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Institute for Bioscience and Biotechnology Research University of Maryland College Park MD
| | - Monil Ghodasra
- Fischell Dept. of Bioengineering University of Maryland College Park MD
| | - John Schardt
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute National Institutes of Health Bethesda MD
| | - David Quan
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Institute for Bioscience and Biotechnology Research University of Maryland College Park MD
| | - Alex Eli Pottash
- Fischell Dept. of Bioengineering University of Maryland College Park MD
| | - Wu Shang
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Institute for Bioscience and Biotechnology Research University of Maryland College Park MD
| | - Steven M Jay
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute National Institutes of Health Bethesda MD.,Marlene and Stewart Greenebaum Comprehensive Cancer Center University of Maryland School of Medicine Baltimore MD.,Program in Molecular and Cellular Biology University of Maryland College Park MD
| | - Gregory F Payne
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Institute for Bioscience and Biotechnology Research University of Maryland College Park MD
| | - Matthew Wook Chang
- Dept. of Biochemistry, Yong Loo Lin School of Medicine National University of Singapore Singapore.,NUS Synthetic Biology for Clinical and Technological Innovation, Life Sciences Institute National University of Singapore Singapore
| | - John C March
- Dept. of Biological and Environmental Engineering Cornell University Ithaca NY
| | - William E Bentley
- Fischell Dept. of Bioengineering University of Maryland College Park MD.,Institute for Bioscience and Biotechnology Research University of Maryland College Park MD
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McKay R, Hauk P, Wu HC, Pottash AE, Shang W, Terrell J, Payne GF, Bentley WE. Controlling localization of Escherichia coli populations using a two-part synthetic motility circuit: An accelerator and brake. Biotechnol Bioeng 2017; 114:2883-2895. [PMID: 28755474 DOI: 10.1002/bit.26391] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 06/21/2017] [Accepted: 07/23/2017] [Indexed: 12/30/2022]
Abstract
Probiotics, whether taken as capsules or consumed in foods, have been regarded as safe for human use by regulatory agencies. Being living cells, they serve as "tunable" factories for the synthesis of a vast array of beneficial molecules. The idea of reprogramming probiotics to act as controllable factories, producing potential therapeutic molecules under user-specified conditions, represents a new and powerful concept in drug synthesis and delivery. Probiotics that serve as drug delivery vehicles pose several challenges, one being targeting (as seen with nanoparticle approaches). Here, we employ synthetic biology to control swimming directionality in a process referred to as "pseudotaxis." Escherichia coli, absent the motility regulator cheZ, swim sporadically, missing the traditional "run" in the run:tumble swimming paradigm. Upon introduction of cheZ in trans and its signal-generated upregulation, engineered bacteria can be "programmed" to swim toward the source of the chemical cue. Here, engineered cells that encounter sufficient levels of the small signal molecule pyocyanin, produce an engineered CheZ and swim with programmed directionality. By incorporating a degradation tag at the C-terminus of CheZ, the cells stop running when they exit spaces containing pyocyanin. That is, the engineered CheZ modified with a C-terminal extension derived from the putative DNA-binding transcriptional regulator YbaQ (RREERAAKKVA) is consumed by the ClpXP protease machine at a rate sufficient to "brake" the cells when pyocyanin levels are too low. Through this process, we demonstrate that over time, these engineered E. coli accumulate in pyocyanin-rich locales. We suggest that such approaches may find utility in engineering probiotics so that their beneficial functions can be focused in areas of principal benefit.
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Affiliation(s)
- Ryan McKay
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland.,Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, Maryland
| | - Pricila Hauk
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland.,Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, Maryland
| | - Hsuan-Chen Wu
- Department of Biochemical Science and Technology, National Taiwan University, Taipei City, Taiwan
| | - Alex Eli Pottash
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland
| | - Wu Shang
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland.,Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, Maryland
| | | | - Gregory F Payne
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland.,Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, Maryland
| | - William E Bentley
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland.,Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, Maryland
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4
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Transcriptional control of motility enables directional movement of Escherichia coli in a signal gradient. Sci Rep 2017; 7:8959. [PMID: 28827562 PMCID: PMC5566481 DOI: 10.1038/s41598-017-08870-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 07/18/2017] [Indexed: 11/08/2022] Open
Abstract
Manipulation of cellular motility using a target signal can facilitate the development of biosensors or microbe-powered biorobots. Here, we engineered signal-dependent motility in Escherichia coli via the transcriptional control of a key motility gene. Without manipulating chemotaxis, signal-dependent switching of motility, either on or off, led to population-level directional movement of cells up or down a signal gradient. We developed a mathematical model that captures the behaviour of the cells, enables identification of key parameters controlling system behaviour, and facilitates predictive-design of motility-based pattern formation. We demonstrated that motility of the receiver strains could be controlled by a sender strain generating a signal gradient. The modular quorum sensing-dependent architecture for interfacing different senders with receivers enabled a broad range of systems-level behaviours. The directional control of motility, especially combined with the potential to incorporate tuneable sensors and more complex sensing-logic, may lead to tools for novel biosensing and targeted-delivery applications.
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Hauk P, Stephens K, Mckay R, Virgile CR, Ueda H, Ostermeier M, Ryu KS, Sintim HO, Bentley WE. Insightful directed evolution of Escherichia coli quorum sensing promoter region of the lsrACDBFG operon: a tool for synthetic biology systems and protein expression. Nucleic Acids Res 2016; 44:10515-10525. [PMID: 27915294 PMCID: PMC5137460 DOI: 10.1093/nar/gkw981] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 10/10/2016] [Accepted: 10/18/2016] [Indexed: 01/17/2023] Open
Abstract
Quorum sensing (QS) regulates many natural phenotypes (e.q. virulence, biofilm formation, antibiotic resistance), and its components, when incorporated into synthetic genetic circuits, enable user-directed phenotypes. We created a library of Escherichia coli lsr operon promoters using error-prone PCR (ePCR) and selected for promoters that provided E. coli with higher tetracycline resistance over the native promoter when placed upstream of the tet(C) gene. Among the fourteen clones identified, we found several mutations in the binding sites of QS repressor, LsrR. Using site-directed mutagenesis we restored all p-lsrR-box sites to the native sequence in order to maintain LsrR repression of the promoter, preserving the other mutations for analysis. Two promoter variants, EP01rec and EP14rec, were discovered exhibiting enhanced protein expression. In turn, these variants retained their ability to exhibit the LsrR-mediated QS switching activity. Their sequences suggest regulatory linkage between CytR (CRP repressor) and LsrR. These promoters improve upon the native system and exhibit advantages over synthetic QS promoters previously reported. Incorporation of these promoters will facilitate future applications of QS-regulation in synthetic biology and metabolic engineering.
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Affiliation(s)
- Pricila Hauk
- Institute for Bioscience and Biotechnology Research, College Park, MD, USA.,Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Kristina Stephens
- Institute for Bioscience and Biotechnology Research, College Park, MD, USA.,Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Ryan Mckay
- Institute for Bioscience and Biotechnology Research, College Park, MD, USA.,Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Chelsea Ryan Virgile
- Institute for Bioscience and Biotechnology Research, College Park, MD, USA.,Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Hana Ueda
- Department of Mathematics, University of Maryland, College Park, MD 20742, USA
| | - Marc Ostermeier
- Department of Chemical and Biomolecular Engineering, The Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, USA
| | - Kyoung-Seok Ryu
- Protein Structure Group, Korea Basic Science Institute, 162 Yeongudangi-Ro, Ochang-Eup, Cheongju-Si, Chungcheongbuk-Do 363-883, South Korea
| | - Herman O Sintim
- Department of Chemistry and Biochemistry, University of Maryland, College Park, Maryland 20742, USA
| | - William E Bentley
- Institute for Bioscience and Biotechnology Research, College Park, MD, USA .,Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
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