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Bioprocess Modeling of Fouling Phenomena in Cross-flow Microfiltration of Viable Bacteria

Authors

X. Li, X. Ku, T. Kreke, K. Foster, E. Ximenes, J. Hardenstein, X. Liu, M. Ladisch, 251st National ACS Meeting, Biofuel & Biobased Chemical Production: Biomass Pretreatment and Hydrolysis, San Diego, CA, March 14, 2016


Year
2016
Research Areas
Food Safety
Keywords
enzyme pretreatment
food pathogen detection
food safety
hollow fiber membrane microfil
membrane fouling
PCR
Availability

Abstract

The detection and characterization of bacterial food pathogens from homogenates of meats and vegetables will benefit from methods that accelerate their concentration and recovery. We report an approach based on hollow fiber membrane microfiltration that enables small volumes of viable bacteria to be rapidly concentrated from a large volume of food extract. The resulting sample is in a form amenable to probing for presence of pathogens using PCR or antibody reagents. However, fouling at the membrane surface must be addressed since the bacteria are present in a background of proteins, colloidal particles, and macromolecules which can accumulate within, or at the surface, of the membrane pores. Otherwise, this becomes a major impediment to achieving sustainable fluxes across membranes even though the porosity, equivalent to a 0.2 to 0.45 micrometer cutoff, is relatively large. This paper presents a bioprocess model of microfluidic transport that describes transmembrane pressure, flux, and deposition of a fouling layer as a function of distance from the entrance of a hollow fiber membrane during crossflow filtration of aqueous protein homogenates. Applications of the model in identifying optima for the membrane's geometric configuration will be discussed in the context of an approach that combines enzyme pretreatment of the initial sample followed by pre-filtration and crossflow microfiltration. The model identifies conditions that control membrane fouling so that efficient and reproducible concentration and recovery of bacterial cells in a viable form is achieved. Wider application of this model to microfiltration of other biological media will also be presented.


Food Pathogen Concentration, Recovery and Detection by Combined Use of C3D and CDx Technology

Authors

X. Liu, J. Hardenstein, S. Ku, T. Kreke, K. Foster, K. Jeffries, E. Ximenes, M. Ladisch, 17th Annual USDA-CFSE Meeting, Purdue University, November 16-17, 2015


Year
2016
Research Areas
Food Safety
Keywords
food pathogen concentration
food pathogen recovery
food safety
hollow fiber technology
Listeria
Salmonella
Availability

Abstract

Application of hollow fiber technology to food pathogen concentration and recovery has significant potential for reducing the time required to detect contamination in food. The Laboratory of Renewable Resources Engineering (LORRE) has designed and developed the Continuous Cell Concentration Device (C3D), which utilizes cross-flow microfiltration to rapidly separate and concentrate pathogens from liquid samples. The automated device consists of a 0.2um hollow fiber membrane module and two peristaltic pumps to recirculate flow, achieving large sample volume reduction and concentration of pathogenic populations such as E. coli O157:H7, Salmonella and Listeria. With a large hollow fiber surface area available for filtration, flow rates are increased for solutions with high-protein content, such as beef or chicken homogenates. However, microfiltration of food solution poses challenges due to its complex matrix of fat, proteins, colloids, and other macromolecules. To enable microfiltration, food solutions are usually pre-treated with enzyme and pre-filtered prior to C3D processing. Food solutions are then concentrated in the C3D and probed for potential pathogenic populations. Previous experimental results show 68% recovery of E. coli in ground beef and 70-80% recovery of Salmonella in chicken homogenates. This research aims at adapting a novel technology for detection of E. coli in post-processed C3D samples. Crystal Diagnostics' Xpress (CDx) system utilizes a liquid crystal biosensor for detection of E. coli. Antibodies added during sample preparation form microbial aggregates, which when placed on a BioCassette, distort the aligned liquid crystal matrix, enabling detection. With this system, both higher (107-108 CFU/mL) and lower (105-106) concentrations were detected.


Microfiltration of Enzyme Treated Egg Whites for Accelerated Detection of Viable Salmonella

Authors

S. Ku, E. Ximenes, T. Kreke, K. Foster, A. J. Deering, M. R. Ladisch


Journal

Biotechnology Progress, 323(6), 1464-1471


Year
2016
Research Areas
Food Safety
Keywords
cell lysis
egg albumen
hollow fiber microfiltration
protease
Salmonella
Availability

Abstract

We report detection of <13 CFU of Salmonella per 25 g egg white within 7 h by concentrating the bacteria using microfiltration through 0.2-um cutoff polyethersulfone hollow fiber membranes. A combination of enzyme treatment, controlled cross-flow on both sides of the hollow fibers, and media selection were key to controlling membrane fouling so that rapid concentration and the subsequent detection of low numbers of microbial cells were achieved. We leveraged the protective effect of egg white proteins and peptone so that the proteolytic enzymes did not attack the living cells while hydrolyzing the egg white proteins responsible for fouling. The molecular weight of egg white proteins was reduced from about 70 kDa to 15 kDa during hydrolysis. This enabled a 50-fold concentration of the cells when a volume of 525 mL of peptone and egg white, containing 13 CFU of Salmonella, was decreased to a 10 mL volume in 50 min. A 10-min microcentrifugation step further concentrated the viable Salmonella cells by 10 x. The final cell recovery exceeded 100%, indicating that microbial growth occurred during the 3 h processing time. The experiments leading to rapid concentration, recovery, and detection provided further insights on the nature of membrane fouling enabling fouling effects to be mitigated. Unlike most membrane processes where protein recovery is the goal, recovery of viable microorganisms for pathogen detection is the key measure of success, with modification of cell-free proteins being both acceptable and required to achieve rapid microfiltration of viable microorganisms.


Accelerating Sample Preparation Through Enzyme-Assisted Microfiltration of Salmonella in Chicken Extract

Authors

H. B. Vibbert, S. Ku, X. Li, X. Liu, E. Ximenes, T. Kreke, M. R. Ladisch


Journal

Biotechnology Progress, 31(6), 1551-1562 (2015).


Year
2015
Research Areas
Food Safety
Keywords
enzyme-assisted microfiltratio
filtration
food safety
food-borne disease
pathogen detection
Salmonella
Availability

Abstract

Microfiltration of chicken extracts has the potential to significantly decrease the time required to detect Salmonella, as long as the extract can be efficiently filtered and the pathogenic microorganisms kept in a viable state during this process. We present conditions that enable microfiltration by adding endopeptidase from Bacillus amyloliquefaciens to chicken extracts or chicken rinse, prior to microfiltration with fluid flow on both retentate and permeate sides of 0.2 um cutoff polysulfone and polyethersulfone hollow fiber membranes. After treatment with this protease, the distribution of micron, submicron, and nanometer particles in chicken extracts changes so that the size of the remaining particles corresponds to 0.4-1 um. Together with alteration of dissolved proteins, this change helps to explain how membrane fouling might be minimized because the potential foulants are significantly smaller or larger than the membrane pore size. At the same time, we found that the presence of protein protects Salmonella from protease action, thus maintaining cell viability. Concentration and recovery of 1-10 CFU Salmonella/mL from 400 mL chicken rinse is possible in less than 4 h, with the microfiltration step requiring less than 25 min at fluxes of 0.028-0.32 mL/cm2 min. The entire procedure - from sample processing to detection by polymerase chain reaction - is completed in 8 h.


Bioseparation and Analysis Techniques for Food Safety Inspection

Authors

M. R. Ladisch, E. Ximenes, T. Kreke, K. Foster, S. Ku, L. Liu, A. Deering, 16th Beijing Conference and Exhibition on Instrumental Analysis, Session G: Analytical Techniques in Life Sciences, Beijing, China, October 29, 2015


Year
2015
Research Areas
Food Safety
Keywords
cross-flow microfiltration
detection of pathogenic microo
detection of salmonella
food safety
PCR
salmonella
Availability

Abstract

The detection of pathogenic microorganisms in foods is an important component of food safety. The requirements for pathogen detection include obtaining a representative sample of the food being tested, and then amplifying or concentrating the microorganisms present so that the viable cell count is high enough to enable detection of pathogens, if present. The time that elapses between sampling and detection is preferably less than 8 hours, so that the result may be achieved within one work shift. Methods that address these goals will be addressed and include cross-flow microfiltration and enrichment culture coupled to PCR. The recovery and concentration of microorganisms from various types of foods, and the detection of Salmonella for purposes of food safety inspection will be discussed.


Enzyme-Assisted Pathogen Detection Applied to a Microfiltration System for Food Safety

Authors

Jaycey Hardenstein, Alisha Tungare, Xingya Liu, Eduardo Ximenes, Michael Ladisch, presented at Posters on the Hill, Washington, DC, April, 2015


Year
2015
Research Areas
Food Safety
Keywords
E. coli
enzyme-assisted pathogen detec
food safety
microfiltration
pathogen detection
Availability

Abstract

With a growing number of consumers in the American market and with food production at an all-time high, food safety is a huge priority for both consumers and corporations everywhere. Recently, the Laboratory of Renewable Resources Engineering (LORRE) at Purdue University, developed a Continuous Cell Concentration Device (C3D) that has the potential to reduce the amount of time required to detect foodborne pathogens. The C3D utilizes microfiltration to produce a smaller, concentrated sample, which facilitates the identification of microbial populations. Before cell concentration, food samples are subjected to a pretreatment process that utilizes enzymes to prevent the build-up of proteins and large molecules that can plug the hollow fibers used in the C3D. Pretreated samples are then run through the C3D to recover a solution with a higher concentration of microbial cells. Our research investigates the role of enzymes to enable microfiltration and ensure recovery of Escherichia coli (E. coli) in ground beef solutions. We are working to quantify the effect of enzyme pretreatment E. coli cell viability. Experiments are currently being conducted to determine the effect of enzyme treatment, if any, on microbial cell growth and to optimize the amount of enzyme used. Preliminary results show that enzyme pretreatment effectively breaks down large proteins and prevents fouling of the membrane, as enzyme-treated solutions filter four times faster than untreated food solutions and recover more than 90% of E. coli during the pretreatment process. Thus, enzyme pretreatment, coupled with C3D technology, begins to address the critical need for rapid pathogen detection.


FDA Food Safety Challenge

Authors

M. Ladisch, E. Ximenes, K. Foster, A. Deering, T. Kreke, X. Liu, Seockmo Ku, 5th Annual FDA Foods and Veterinary Medicine Science and Research Conference, Silver Spring, MD, August 13, 2015


Year
2015
Research Areas
Food Safety
Keywords
C3D
food safety
Listeria monocytogenes
pathogen detection
PCR
Salmonella
Availability

Abstract

The Centers for Disease Control and Prevention (CDC) report that viruses are major causative agents for foodborne illnesses, although the most severe cases are associated with bacteria including Salmonella species. Salmonella (non-typhoidal) and Toxoplasma gondii are the first and second most costly foodborne pathogens in the United States. Our concept addresses concentration, recovery and detection of pathogens, specifically Salmonella, starting with stomaching of food sample followed by pre-filtering through glass microfiber (2.7 um) or nylon (10 um) membranes to remove larger particulates. Enzyme is added to neutralize agents in the extract that foul microfiltration membranes. Next, cross-flow microfiltration with a commercial polyethersulfone hollow fiber membrane module (0.2 um cut-off) removes liquid and retains microorganisms in viable and concentrated form. The microfiltration module is an integrated component of an automated instrument, developed in our laboratory, for accelerating sample preparation to detect Salmonella in unprepared foods. The type of food determines which enzymes are selected to remove fouling agents. Cellulases, hemicellulases and pectinases are used for vegetables and fruits, while proteases are key enzymes for meat and egg samples. Since maintaining viability of the microorganisms is critical, we have selected and tested enzymes effective at conditions that maintain viability. Microfiltration of enzyme-treated extract is based on an automated Continuous Cell Concentration Device (C3D). This system is the result of laboratory research with a series of prototypes that were successively designed, constructed, tested and improved to validate materials of construction, operability, cleaning (sterility) cycles, automation, control of membrane fouling, and recovery of viable microorganisms by quickly processing a large sample volume into a small one. The C3D carries out automated, cross flow microfiltration of up to 500 mL of food extracts into a 0.5 to 2 mL sample containing viable microbial cells in a concentrated form. A short enrichment step (using selective medium such as Rappaport Vassiliadis (RV) broth for Salmonella) further increases cell numbers by 10%, and is particularly useful for a low initial number of pathogens (less than or equal to 1 CFU/g) and/or reduction of non-target naturally-occurring microorganisms. Recoveries of target microorganisms range from 50 to 100% in 0.5 to 2 mL sample volumes obtained from 50 to 500 mL extract. The entire process, including a short enrichment step of 1 hr and PCR analysis is completed in 8 hours. Sample handling, preparation, and instrument sterilization corresponds to an elapsed time of 3 hr. Subsequent concentration through C3D requires between 15 min and 1.5 hr, depending on the type and size of sample volume being processed. Detection through PCR adds 2 hrs. If a pathogen is detected, confirmation occurs by the next day by plating concentrate on selective medium. The system and the hollow fiber membranes are cleaned and sterilized for re-use through sequential application of sodium hydroxide, water, ethanol, and water. This procedure enables the microfiltration membranes to be re-used 15 times or more. Target pathogens are Salmonella sp and Listeria monocytogenes.


Nano/Micro and Spectroscopic Approaches to Food Pathogen Detection

Authors

I.-H. Cho, A. D. Radadia, K. Farrokhzad, E. Ximenes, E. Bae, A. K. Singh, H. Oliver, M. Ladisch, A. Bhunia, B. Applegate, L. Mauer, R. Bashir, J. Irudayaraj


Journal

Annual Review of Analytical Chemistry, 7, 65-88, 2014


Year
2014
Research Areas
Food Safety
Keywords
biosensors
detection
Food pathogen
molecular biology
spectroscopy
Availability

Abstract

Despite continuing research efforts, timely and simple pathogen detection with a high degree of sensitivity and specificity remains an elusive goal. Given the recent explosion of sensor technologies, significant strides have been made in addressing the various nuances of this important global challenge that affects not only the food industry but also human health. In this review, we provide a summary of the various ongoing efforts in pathogen detection and sample preparation in areas related to Fourier transform infrared and Raman spectroscopy, light scattering, phage display, micro/nanodevices, and nanoparticle biosensor. We also discuss the advantages and potential limitations of the detection methods and suggest next steps for further consideration.


Optimization of Pretreatment Steps Applied to a Microfiltration System for Rapid Pathogen Detection

Authors

Hardenstein, Jaycey, Tungare, Alisha, Ladisch, Michael, Liu, Xingya, and Ximenes, Eduardo


Year
2014
Research Areas
Food Safety
Keywords
Continuous cell concentration
Food Safety
Pathogen detection
Pretreatment
Availability

Abstract

With a growing number of consumers in the American market and with food production at an all-time high, food safety is a huge priority for both consumers and corporations everywhere. Recently, the Laboratory of Renewable Resources Engineering (LORRE), at Purdue University, developed a Continuous Cell Concentration Device (C3D) that has the potential to reduce the time required to detect food pathogens. In LORRE's research, food samples are subjected to enzyme pretreatment and pre-filtration to prevent protein aggregation and the subsequent plugging of hollow fiber membranes used in the C3D microfiltration process. The pretreated food samples can then be run through the C3D to recover a concentrated cell solution. Our research investigates the role of pre-filter materials and enzymes to enable microfiltration and ensure the recovery of non-pathogenic filter materials and enzymes to enable microfiltration and ensure the recovery of non-pathogenic Escherichia coli bacterial cells. The ideal pre-filter material would allow for a large cell recovery while also removing enough particles so that the sample will not plug the C3D. It was determined that the most effective pre-filter material for turkey extract samples was the Advantec 101 filter paper. Through quantifying the reduction of E. coli colonies, the Advantec 101 filter paper recovered 80-90% of cells. On the other hand, the GF/D filter currently used in the pre-filtration process resulted in only 40-60% bacterial cell recovery. In addition, experiments are currently being conducted to discover how enzyme treatment affects the characteristics of ground beef extract solutions, such as: pre-filtration speed, cell concentration time, and E. coli cell recovery. Ultimately, this research begins to address the critical need for rapid pathogen detection.


Rapid Sample Processing for Detection of Food-Borne Pathogens via Cross-Flow Microfiltration

Authors

Xuan Li, Eduardo Ximenes, Mary Anne Roshni Amalaradjou, Hunter B. Vibbert, Kirk Foster, Jim Jones, Xingya Liu, Arun K. Bhunia, and Michael R. Ladisch


Journal

Applied and Environmental Microbiology, 79(22), 7048-7054, 2013


Year
2013
Research Areas
Food Safety
Keywords
Food-Borne Pathogens
Pathogen Detection
Rapid Sample Processing
Salmonella
Availability

Abstract

This paper reports an approach to enable rapid concentration and recovery of bacterial cells from aqueous chicken homogenates as a preanalytical step of detection. This approach includes biochemical pretreatment and prefiltration of food samples, and development of an automated cell concentration instrument based on cross-flow microfiltration. A polysulfone hollow-fiber membrane module having a nomimal pore size of 0.2 um constitutes the core of the cell concentration instrument. The aqueous chicken homogenate samples were circulated within the cross-flow system achieving 500- to 1,000-fold concentration of innoculated Salmonella enterica serovar Enteritidis and naturally occurring microbiota with 70% recovery of viable cells as determined by plate counting and quantitative PCR (qPCR) within 35 to 45 min. These steps enabled 10 CFU/ml microorganisms in chicken homogenates or 102 CFU/g chicken to be quantified. Cleaning and sterilizing the instrument and membrane module by stepwise hydraulic and chemical cleaning (sodium hydroxide and ethanol) enabled reuse of the membrane 15 times before replacement. This approach begins to address the critical need for the food industry for detecting food pathogens within 6 h or less.


Rapid Sample Processing for Pathogen Detection

Authors

M. Ladisch, E. Ximenes, H. Vibbert, L. Liu, A. Bhunia, R. Bashir, J. Shin, and R. Linton


Year
2011
Research Areas
Food Safety
Keywords
Availability

Abstract

The rapid sample processing of extracts from food matrices is an essential component for rapid detection of food pathogens and food safety. The objective of our research is to develop and integrate operational technologies that rapidly and effectively concentrate viable target cell from food matrices and to couple concentration with interrogation for the presence of pathogens. Rapid detection requires rapid sample concentration and amplification of the target population, interrogation of a concentrated sample of cells containing both non-pathogenic and pathogenic organisms, and identification of the type of pathogenic organism should a target population such as Salmonella sp., Listeria sp., or E. coli be detected. This work shows the development of an automated instrument to concentrate and recover cells from both natural flora and artificially spiked organisms from foods is possible using membrane separations. This work describes the properties of food extracts containing microbial cells with respect to fouling of membranes as well as methods that overcome the fouling issues so rapid concentration in less than 30 min may be achieved. A combination of pre- and post-filtration protocols are required so that the instrument itself can be automated, and membrane filtration devices cycled through repeated uses. The utility of this approach has been demonstrated with microorganisms recovered from food samples (specifically chicken rinse), where 500 x in less than 60 min.


New Method for Fast Detection of Improved Degradability in Genetically Modified Plants

Authors

E. A. Ximenes, Y. Kim, X. Li, H. Vibbert, P. Rubinelli, N. Bonawitz, R. Meilan, C. Chapple, and M. R. Ladisch


Year
2009
Research Areas
Food Safety
Keywords
Availability

Abstract

Plant genetic engineering is considered a potential approach to reduce costs for biofuel production from lignocellulosic material. However, the ability to control cell-wall composition without compromising plant performance jis a key objective of bioenergy crop improvements. Plants have been engineered for the production of enzymes within the crop biomass, with an aim to minimize the costs of catalyst production in bioreactors. Future research on the upregulation of cellulose and hemicellulose biosynthesis pathway enzymes for an increase in polysaccharides may also have the potential to improve cellullosic feedstocks. The most successful efforts to date have focused on the modification of lignin quantity and/or quality, in an effort to obviate the need for expensive pretreatment processes. Here we report a method for rapid detection of improved biodegradability in genetically modified plants that vary in lignin content and/or composition. For this purpose, only 50 mg of ground material is needed for liquid hot water pretreatment, and the method allows the pretreatment of up to 9 samples every 10 min per sandbath. Enzyme hydrolysis in the presence of commercial cellulases and beta-glucosidase is performed in a final volume of 1 mL for 30 min, at 50 C, and pH 4.8. The samples are then centrifuged, and the amount of glucose liberated is analyzed via a microplate assay. Using this approach, we have been able to rapidly and reproducibly identify genetically modified plants jwith improved biodegradability.


Separations Challenges for Aqueous Separations

Authors

M. R. Ladisch, R. Bashir, A. Bhunia, Y. Kim, and N. Mosier


Year
2008
Research Areas
Food Safety
Keywords
Availability

Abstract


Fundamentals of Nanotechnology in Agriculture

Authors

Ladisch, M. R., T. Huang, R. Armstrong, and N. Mosier


Year
2005
Research Areas
Food Safety
Keywords
Availability

Abstract

Nanoscience is the fabrication, study, and modeling of principles of devices and structures for which at least one dimension is several 100 nanometers or smaller. Nanotechnology is the enabling component of the discovery and development process that assembles nano-structures into compact, portable devices that carry out sensing functions currently relgated to scientific laboratories. Some types of devices will integrate biotechnology with silicon or plastic surfaces to form biosensing systems that enhance detection and enable study of biomarkers generated in resonse to environmental stress and other biological conditions of importance to agriculture. When coupled with devices that have capabilities to give temporal and geograhic information, nanotechnology may contribute to tracking of agricultural commodities. This paper will discuss possible applications of very small, intelligent, sensing devices for monitoring products from a widely distributed, global agricultural enterprise, and their potential contribution to identify preservation.


Mechanistic Study of Membrane Concentration and Recovery of Listeria monocytogenes

Authors

Wan-Tzu Chen, Richard L. Hendrickson, Chia-Ping Huang, Deb Sherman, Tao Geng, Arun K. Bhunia, Michael R. Ladisch


Journal

Biotechnology and Bioengineering, 89, 3, 263-273 (2005)


Year
2005
Research Areas
Food Safety
Keywords
Concentration
Listeria monocytogenes
Mechanistic
Membrane
Availability

Abstract

Detection of the foodborne pathogen Listeria monocytogenes requires that food samples be processed to remove proteins and lipids, concentrate microorganisms to a detectable concentration, and recover the concentrated cells in a small volume compatible with micron-scale biochips. Mechanistic considerations addressed in this research include the roles of membrane structure, pore size, and detergents in maximizing recovery of cells from a complex biological fluid. The fluid in this case was a food sample (hotdog extract) innoculated with L. monocytogenes. This study showed how membrane filtration using a syringe filter is able to concentrate L. monocytogenes by 95 x with up to 95% recovery of living microorganisms by concentrating 50 mL of food samplejinto a volume of 500 uL. Tween 20 was added to the sample to prevent irreversible adsorption of the microorganism to the membrane and thereby help to ensure high recovery. Comparison of polycarbonate, mixed cellulose, nylon, and PVDF membranes with 0.2 to 0.45 um pores showed the 0.2 um polycarbonate membrane with straight through, mono-radial pores gives the highest recovery of living microorganisms. The mixed cellulose, nylon, and PVDF membranes have a fibrous structure whose characteristic openings are much larger than their effective pore size cut-offs of 0.22 or 0.45 um. We define conditions for rapid membrane-based cell concentration and recovery that has the potential to supplant enrichment steps that require a day or more. This approach has the added benefit of facilitating examination of a large amount of fluid volume by reducing its volume to a range that is compatible with the microliter scales of biochip or other biosensor detection systems.


Membrane for Selective Capture of the Microbial Pathogen Listeria monocytogenes

Authors

Wan-Tzu Chen, Michael R. Ladisch, Tao Geong, Arun K. Bhunia


Journal

AIChE Journal, 51(12), 3305-3308, 2005


Year
2005
Research Areas
Food Safety
Keywords
antibody immobilization
bioselective
escherichia coli
Listeria monocytogenes
membrane
pathogen capture
Availability

Abstract

Membrane filtration is widely used for sterile filtration, flowthrough immuno-filtration, virus removal, and microbiological analysis.1,2,3,4,5,6 Prior work has described membranes that retain one protein over others.7,8 The purpose of this work is to capture a target species of living cells from a mixed population of microorganisms being concentrated in the retentate of solution being pushed through a membrane. We report selective capture of one living microorganism from another by an antibody immobilized on a lysine-modified polycarbonate membrane. Capture of a relatively large microbial entity (L. monocytogenes at 1 m) by a 75 to 150 fold smaller ligand (the antibody) occurs with high efficiency, when a spacer (poly-Llysine) reacted to the membrane’s surface is derivatized with an antibody (P66) specific to Listeria. The results show that isolation of the food pathogen L. monocytogenes from E. coli in less than 2 h is possible.


Nanoscale, Enzyme Mimicking Catalysts for Bioprocessing Agricultural Residues

Authors

Mosier, N. S.


Year
2005
Research Areas
Food Safety
Keywords
Availability

Abstract

Developments in the understanding of the nanoscale structure and molecular mechanism of cellulolytic enzymes provide insights that may guide the development of nanoscale catalysts that efficiently hydrolyzes cellulose and hemicellulose from agriculturally derived feedstocks. Nanoscale, biomimetic catalysts may provide cost effective means for producing fermentable sugars from lignocellulosic biomass for renewable fuel and chemical production from agriculturally derived jplant biomass. This enzyme mimetic is composed of two functional domains: a catalytic domain and a cellulose binding domain. The cellulose binding domain selectively adsorbs the acid catalytic domain to the cellulose surface, thus concentrating the catalyst at the substrate surface. Maleic acid, a leading catalytic domain, effectively hydrolyzes cellulose with the glucose degradation when compared against mineral acids such as sulfuric acid. Maleic acid was found to be capable of yielding at least 50% more fermentable glucose from microcrystalline cellulose and corn stover compared to sulfuric acid at similar acid strength and hydrolysis conditions. When coupled with a cellulose binding domain, maleic acid may be concentrated near the cellulose surface. A number of cellulose binding domain candidates have been screened for adsroption to cellulose at hydrolysis conditions (>100 C, > 1 atm). Effective binding domain candidates have physiochemical properties similar to enzyme binding domains - planar, hydrophobic molecules capable of hydrogen bonding. Indole, the side chain of the amino acid tryptophan which is critical for enzymatic adsorption, has been showed to adsorb to cellulose at these conditions.


Nanotechnology and Press-fit Microdevices

Authors

Huang, T., D. Taylor, N. S. Mosier, M. Sedlak, and M. R. Ladisch


Year
2005
Research Areas
Food Safety
Keywords
Availability

Abstract


Predicting Cell Capture from Dilute Samples for Microfluidic Biosensors

Authors

Mosier, N. S., Craig, B.


Year
2005
Research Areas
Food Safety
Keywords
Availability

Abstract


Press-fit Microdevice for Detecting Pathogenic Bacteria

Authors

Huang, T., D. G. Taylor, X. Liu, M. Sedlak, N. S. Mosier, and M. R. Ladisch


Year
2005
Research Areas
Food Safety
Keywords
Availability

Abstract

We report a rapid microfluidic device construction technique which does not employ lithography or stamping methods. Device assembly physically combines a silicon wafer, an elastomer (polydimethylsiloxane (PDMS)), and microfibers to form patterns of hydrophobic channels, wells, elbows, or orifices that direct fluid flow into controlled boundary layers. Tweezers are used to place glass microfibers ina defined pattern onto an elastomeric (PDMS) hydrophobic film. The film is then manually pressed onto a hydrophobic silicon wafer causing it to adhere to the silicon wafer and form a liquid-tight seal around the fibers. Completed in 15 minutes, the technique results in an operable microdevice with micron scale features of nanoliter volume. Microfiber-directed boundary flow is achieved by usse of the surface wetting properties of the hydrophilic glass fiber and the hydrophobicity of surrounding surfaces. The simplicity of this technique allows quick prototyping of microfluidic components, as well as complete biosensor systems, such as we describe for the detection of pathogenic bacteria. E. coli cells that express green fluorescent protein (GFP) or mixtures of non-pathogenic and heat-killed E. coli O157:H7 cells incubated and labeled with fluorescein-conjugated antibodies were readily detected and counted with this device.


Probability Distribution Model for Predicting Cell Capture from Dilute Solutions for Microfluidic Biosensors

Authors

Zang, Y., X. Liu, B. Tyner, A. Stewart, W.-T. Chen, M. Sedlak, N. S. Mosier, B. Craig, and M. R. Ladisch


Year
2005
Research Areas
Food Safety
Keywords
Availability

Abstract

The detection of low numbers of organisms in large volumes of liquids is a challenge for both the fermentation and food industries. The detection of microbial contamination or the presence of pathogens requires that the sample be processed, concentrated, and assayed to detect living cels. The rapid concentration and detection of the pathogen, Listeria monocytogenes, from liquid extract of meat is one application where sampling size to achieve adequate detection confidence levels is crucial. The prediction of the minimal sample volume required to enable detection of a specified microorganism must be carefully carried out so that the probability of detection meets pre-determined criteria. We show that detection of 10 to 50 living cells extracted from a 50 g meat sample into 250 mL of buffer can be calculated using the Poisson distribution equation. Using GFP expressing E. coli that can be individually visualized microscopically, we show that a random distribution model accurately represents the probability of detection as a function of sample volume and concentration. This work is generalized to the detection of bacteria in meat, vegetable, and fermentation broth. The significance of these results in the context of rapid detection of pathogens using microfluidic devices for purposes of bioprocess monitoring and control is discussed.


Detection of Labeled Microbial Cells Using Microfluidic Biosensor

Authors

Huang, T., D. Taylor, M. Sedlak, G. Gregori, D. Akin, R. Bashir, M. R. Ladisch, and P. Robinson


Year
2004
Research Areas
Food Safety
Keywords
Availability

Abstract

We demonstrate a simple and rapid (1 hour) technique for fabricating microfluidic flow channels using microfibers positioned on a galss or silica surface, and covered with a preformed poly(dimethylsiloxane) (PDMS) that binds to the surface to give a liquid seal. We used this technique to construct hydrohobic microchannels with a microfiber at its center. This design allows a 5 micron wide stream of liquid to be focused along the side of the microfiber. This phenomenon, utilized in combination with a conventional epi-fluorescence microscope and a photometer allows us to count fluorescently labeled bacteria. A model that quantitates both bacterial motility and convective motion due to fluid movement predicts movement of cells in this microfluidic device. Application of the model, combined with the facile assembly of microfluidic channels, enables biosensors to be designed that integrate microfluidic transport, separation, and detection of pathogenic and non-pathogenic microbes.


Detection of Low Levels of Listeria monocytogenes Cells by Using a Fiber-Optic Immunosensor

Authors

Geng, T., Morgan, M. T., and Bhunia, A. K.


Journal

Applied and Environmental Microbiology, 70, 10, 6138-6146 (2004)


Year
2004
Research Areas
Food Safety
Keywords
Fiber-Optic
Immunosensor
Listeria monocytogenes
Availability

Abstract

Biosensor technology has a great potential to meet the need for sensitive and nearly real-time microbial detection from foods. An antibody-based fiber-optic biosensor to detect low levels of Listeria monocytogenes cells following an enrichment step was developed. The principle of the sensor is a sandwich immunoassay where a rabbit polyclonal antibody was first immobilized on polystyrene fiber waveguides through a biotin-streptavidin reaction to capture Listeria cells on the fiber. Capture of cells on the fibers was confirmed by scanning electron microscopy. A cyanine 5-labeled murine monoclonal antibody, C11E9, was used to generate a specific fluorescent signal, which was acquired by launching a 635-nm laser light from an Analyte 2000 and collected by a photodetector at 670 to 710 nm. This immunosensor was specific for L. monocytogenes and showed a significantly higher signal strength than for other Listeria species or other microorganisms, including Escherichia coli, Enterococcus faecalis, Salmonella enterica, Lactobacillus plantarum, Carnobacterium gallinarum, Hafnia alvei, Corynebacterium glutamicum, Enterobacter aerogenes, Pseudomonas aeruginosa, and Serratia marcescens, in pure or in mixed-culture setup. Fiber-optic results could be obtained within 2.5 h of sampling. The sensitivity threshold was about 4.3 x 103 CFU/ml for a pure culture of L. monocytogenes grown at 37°C. When L. monocytogenes was mixed with lactic acid bacteria or grown at 10°C with 3.5% NaCl, the detection threshold was 4.1 x 104 or 2.8 x 107 CFU/ml, respectively. In less than 24 h, this method could detect L. monocytogenes in hot dog or bologna naturally contaminated or artificially inoculated with 10 to 1,000 CFU/g after enrichment in buffered Listeria enrichment broth.


Heat Shock Protein 60 Acts as a Receptor for the Listeria Adhesion Protein in Caco-2 Cells

Authors

J. L. Wampler, K.-P. Kim, Z. Jaradat, and A. K. Bhunia


Journal

Infection and Immunity, 72, 2, 931-936 (2004)


Year
2004
Research Areas
Food Safety
Keywords
60
Caco-2 Cells
Heat Shock
Listeria
Protein
Availability

Abstract

The 104-kDa Listeria adhesion protein (LAP) in Listeria monocytogenes is involved in binding to various mammalian cell lines. However, the receptor that interacts with LAP in eukaryotic cells is unknown. In this study, scanning immunoelectron microscopy qualitatively demonstrated greater binding capacity of wild-type (WT) L. monocytogenes strain (F4244) than a LAP-deficient mutant strain (KB208) to Caco-2 cells. The goal of this study was identification of the host cell receptor for LAP. Using a Western blot ligand overlay assay, we identified a protein of 58 kDa to be the putative receptor for LAP from Caco-2 cells. N-terminal sequencing and subsequent database search identified this protein as heat shock protein 60 (Hsp60). Modified immunoseparation with protein A-Sepharose beads bound to the LAP-specific monoclonal antibody H7 (MAb-H7) and a sequential incubation with LAP preparation and Caco-2 lysate confirmed the receptor to be the same 58-kDa protein. Western blot analysis with anti-Hsp60 MAb of whole-cell adhesion between Caco-2 and WT also revealed the receptor protein to be a 58-kDa protein, thus corroborating the identification of Hsp60 as a host cell receptor for LAP. Furthermore, the anti-Hsp60 antibody also caused approximately 74% reduction in binding of L. monocytogenes WT to Caco-2 cells, whereas a control antibody, C11E9, had no effect on binding. The adhesion mechanism of L. monocytogenes to eukaryotic cells is a complex process, and identification of Hsp60 as a receptor for LAP adds to the list of previously discovered ligand-receptor modules that are essential to achieve successful adhesion.


Impedance Microbiology-on-a-Chip: Microfluidic Bioprocessor for Rapid Detection of Bacterial Metabolism

Authors

R. Gomez-Sjoberg, D. T. Morisette, and R. Bashir


Journal

Journal of Microelectromechanical Systems, 1-8, (2004)


Year
2004
Research Areas
Food Safety
Keywords
Bacterial Metabolism
Bioprocessor
Microbiology-on-a-Chip
Microfluidic
Availability

Abstract

Detection of a few live bacterial cells in many industrial or clinical samples is a very important technological problem. We have developed a microscale technique for concentrating bacterial cells from a dilute sample, by factors on the order of 10 to the 4th power to 10 to the 5th power, and detecting their metabolic activity by purely electrical means. The technique was implemented on a silicon-based microfluidic chip where the cells are concentrated and incubated in a chamber with a volume of 400 pl. Concentration and capture are obtained by the use of dielectrophoresis on the bacterial cells, and metabolism detection is achieved by means of impedance measurements of the medium in which the bacteria are incubated. Performing impedance-based detection at the microscale results in drastically reduced detection times for dilute bacterial samples, thanks to the ability to efficiently concentrate and capture the cells in an extremely small volume. Such concentration eliminates the need to amplify the bacterial population by long culture steps. This detection technique can be used for a wide variety of applications.


Investigating Pathogen-Specific TLR Signaling of Innate Immune Cells for Biosensor Applications

Authors

A. Lottes, H. Oh, H. HogenEsch, M. Ladisch, J. Hutchcroft, A. Rundell


Journal

30th NE Bioengineering Conference, April 17-18, 2004, Western New England College


Year
2004
Research Areas
Food Safety
Keywords
Biosensor
Innate Immune Cells
Pathogen-Specific
TLR
Availability

Abstract

The goal of this project is to develop a real-time cell-based biosensor using Toll-like receptors (TLRs) for pathogen detection. Existing biosensors rely on technologies that recognize only specific target analytes, requiring prior knowledge of the possible contaminating agents. Innate immune cells express TLRs that recognize conserved pathogen-associated molecular patterns on bacteria, viruses, parasites and fungi. Using TLRs as the receptor element in this biosensor will eliminate the need for a priori knowledge of the threat. At least 10 different members of the TLR family are expressed on cells of the innatejimmune system, each responding to different attributes of pathogenic organisms. Through flow cytometry, TLRs 2, 4 and 9 have been identified on THP-1 cells, and TLRs 2, 3, 4, 5 and 9 have been detected on J774 cells. Western blotting has identified Erk activation upon lipopolysacharide (LPS), E. coli and Poly(I):(C) exposure in J774 cells, and upon LPS and E. coli exposure in THP-1 cells. Cellular model systems are being developed to distinguish between bacteria and virus by selective stimulation of TLR3 and TLR5 (TLR3 specifically recognizes double-stranded viral RNA and TLR5 detects bacterial flagellin). A target application of this technology is point--of-care diagnostics. Real-time detection of viruses in nasal or throat swabs could help decrease the inappropriate use of antibiotics.


Optimization of a Rapid Dot-Blot Immunoassay for Detection of Salmonella entrica serovar Enteritidis in Poultry Products and Environmental Samples

Authors

Z. W. Jaradat, J. H. Bzikot, J. Zawistowski, A. K. Bhunia


Journal

Food Microbiology, 21, 761-769, (2004)


Year
2004
Research Areas
Food Safety
Keywords
Enteritidis
Environmental
Immunoassay
Poultry
Rapid Dot-Blot
Salmonella entrica serovar
Availability

Abstract

An immunoassay was developed for the detection of Salmonella serovar enteritidis in poultry and environmental samples. This assay consisted of a two-step procedure that involved an enrichment step using whole egg homogenate (EH) as the enrichment medium and detection by a monoclonal antibody (MAb)-based dot-blot assay. Egg homogenate enriched Salmonella enteritidis was heated to 100 C for 10 min in the presence of cholic acid, a detergent, to liberate the lipopolysaccharide (LPS) antigen in gelled egg matrix. This was subsequently transferred onto a nitrocellulose membrane for detection with MAb 2F11. Several commercially available media were compared with egg homogenate for their relative ability to resuscitate and propagate Salmonella enterititis to detectable levels. Incubation in EH, trypticase soy broth (TSB), and lactose broth (LB) resulted in comparable levels of Salmonella Enteritidis as demonstrated by viable plate counts. Salmonella enteritidis grown in TSB exhibited the greatest visual intensity showing a positive test when tested by the dot-blot assay. Incubation time necessary to detect one cfu of Salmonella enteritidis was reduced from 20 to 10 h using TSB as the enrichment broth. Addition of ferrous sulphate or ferrioxamine E or cholic acid in the enrichment broth had negligible negative effects on the growth of Salmonella. Salmonella enteritidis when incubated with a mixture of naturally contaminated or artificially innoculated competitive micro-organisms in environmental samples at a ratio of 1:10 to the 2nd power, was able to reproduce to detectable numbers for the immunoassay. This method was able to detect all phage types (PT 1, 6, 7, 8, 13, 13a, 14b, 21 and 28) with unique ribopatterns. The results demonstrated that Salmonella enteritidis, when pre-enriched in a medium containing ferrous sulphate or cholic acid, could be readily detected in the presence of 100-fold higher competition of other microorganisms.


Pathogen Capture and Concentration on Functionalized Polycarbonate Membrane Detection and Sample Preparation Based on Immuno-Filters

Authors

Chen, W.-T. (Speaker), M. R. Ladisch, T. Geng, and A. K. Bhunia


Year
2004
Research Areas
Food Safety
Keywords
Availability

Abstract

Rapid concentration and recovery of bacterial cells for the purpose of pathogen detection fluid, derived from meat, may be achieved in less than 30 min using polycarbonate membranes. Concentration of microbial cells accompanied by selective capture of a pathogenic microbe, such as Listeria monocytogenes, from non-pathogenic E. coli, requires a membrane that is functionalized with an antibody capable of selectively capturing the target microbe. We report immobilization techniques that enable attachment of an antibody that is specific to our target organisms, L. monocytogenes, based on Poly-L-Lysine activation of the membrane surface. Subsequent immobilization of the antibody in the presence of glutaraldehyde resulted in a functionalized membrane surface for selective capture of L. monocytogenes from a mixture containing E. coli. The selectivity of the membrane is demonstrated using both imaging and culture techniques. Retention characteristics are modeled based on equilibrium binding of microbe to membrane.


A Novel Method to Detect Listeria monocytogenes with Bio-selective Membranes

Authors

Chen, W.-T., (Poster presenter), M. R. Ladisch, T. Geng, and A. K. Bhunia


Year
2003
Research Areas
Food Safety
Keywords
Availability

Abstract

Membrane filtration has been used widely in separation processes for a long time. It has the ability to sort out different substances based on size difference and also concentrate the target into a smaller area. Our previous study showed success in using polycarbonate membrane (PC) to recover our target organism Listeria monocytogenes, it gives us ideas how we can expand this membrane from simple separation tool to detection platform where separation and pathogen detection can be done simultaneously. PC has defined pore size and pore pathway has made PC a very good candidate for screen filter and our antibody immobilization. The microorganism of interest is Listeria monocytogenes. It is detrimental for immunocompromised people, like the elderly, infants and pregnant women. The average death rate is ~28%, but can be as high as 70% for these immunocompromised persons. L. monocytogenes usually occurs in ready-to-eat (RTE) dairy food, such as hotdogs, cheese and milk. All the facts above have led the U.S. Department of Agriculture (USDA) to set up a "zero tolerance" for L. monocytogenes.


Bio-mediated Assembly of Functionalized Microbeads for Capture of Microorganisms

Authors

Huang, T., T. Geng, D. Akin, W. Chang, J. Sturgis, R. Bashir, A. K. Bhunia, J. P. Robinson, and M. R. Ladisch


Year
2003
Research Areas
Food Safety
Keywords
Availability

Abstract

There has been a growing interest to combine microbeads-based surfaces with microfluidic devices to provide bead-based surfaces with microfluidic devices to provide bead-based separation, detection or analysis of specific biological species. This paper reports fabrication of functionalized particulate monolayer on a C18 coated SiO2 surface via bio-mediate self-assembly or adsorption. A microchip with C18 surface pre-adsorbed with biotinylated BSA enables rapid self-assembly of streptavidin coated microbeads through specific biotin-streptavidin interaction. When coated with BSA, this microchip surface immobilizes polystyrene or dimethylamino beads through possible non-specific hydrophobic or electrostatic interactions. Protein coated microbeads such as ones coated with anti-Listeria antibody cana lso be immobilized onto a bare C18 surface through hyrophobic interactions. A microbead patterned surface results where the only area capable of binding proteins or microbes is the microbead itself, since biotinylated BSA or BSA pre-adsorbed onto a C18 surface blocks non-specific adsorptions. Fluorescnece microscopy was used in this work to study the adsorption of Escherichia coli and the food pathogen Listeria monocytogenes onto various types of microbeads immobilized on microchip surfaces. Four types of microbead coated surfaces were used: (1) streptavidin microbeads surface pre-adsorbed with biotinylated anti-Listeria antibody; (2) anti-Listeria microbead surfaces pre-blocked with BSA; (3) polystyrene microbead surfaces; and (4) dimethylamino microbead surfaces. Streptavidin microbeads pre-adsorbed with biotinylated anti-Listeria antibody and anti-Listeria antibody coated microbeads showed specific capture of L. monocytogenes while polystyrene microbeads and dimethylamino microbeads captured E. coli and L. monocytogenes non-specifically. The combined use of functionalized microbeads for specific capture and biotinylated BSA or BSA for blocking non-specific adsorption enables development of fully functional microfluidic devices for separation, detection or analysis of specific biological species.


Biofunctional Membranes for Listeria monocytogenes Detection

Authors

Chen, W. T., M. R. Ladisch, T. Geng, and A. K. Bhunia, 225th ACS National Meeting, BIOT Division Paper 112, Section: Advances in Bioseparations, New Orleans, LA, March 25, 2003.


Year
2003
Research Areas
Food Safety
Keywords
Availability

Abstract

Membrane filtration has offered the advantage of concentrating substances into small volumes or areas. In this study, we utilized polycarbonate membrane filters with defined pore sizes, and paths for filtering innoculated samples and carried out membrane-based detection for Listeria monocytogenes, which is a foodborne pathogen related to several food recals and listeriosis outbreaks. Membranes immobilized with specific antibodies to L. monocytogenes were used to filter innoculates samples. The chemistry utilizes direction reaction of a spacer with the membrane surface, followed by reaction with a bifunctional cross-linker, glutaraldehyde. Polyclonal anti-Listeria antibody was reacted and covalently bound on this surface. Tests with L. monocytogenes showed capture of this bacteria, which is reduced when the blocking agent BSA is added to the mix. Mechanisms for bacterial capture during microfiltration will be discussed.


Characterization and Application of a Listeria monocytogenes Reactive Monoclonal Antibody C11E9 in a Resonant Mirror Biosensor

Authors

Amanda A. Lathrop, Ziad W. Jaradat, Tim Haley, Arun K. Bhunia


Journal

Journal of Immunological Methods, 281, 119-128, (2003)


Year
2003
Research Areas
Food Safety
Keywords
Biosensor
C11E9
Listeria monocytogenes
Mirror
Reactive Monoclonal Antibody
Resonant
Availability

Abstract

Typical detection of Listeria monocytogenes involves selective enrichment, isolation and biochemical testing. Development of antibodies to Listeria species has improved detection; however, most antibodies detect all species of Listeria. A previously developed monoclonal antibody (MAb)-C11E9 was examined for its reaction to 13 L. innocua and 40 L. monocytogenes strains representing all 13 serotypes by ELISA. Absorbance values for L. monocytogenes strains were 0.44–3.58 and for L. innocua 0.22–1.44. ELISA reactions were divided into three arbitrary groups of high (Abs 1.0 or higher), intermediate (0.6–0.99) and low (0.18–0.59). Most L. monocytogenes strains (32/41, 78%) were in the high group while only 23% (3/13) of L. innocua were in the same group. In the Western blot assay, antibody reacted with phosphate-buffered saline (PBS) extracted protein preparations of 52, 66 and 97 kDa. Ribopattern of all strains was analyzed and no clear relationship was observed for antibody reaction and ribotype of a given strain. MAb C11E9 was used in a resonant mirror biosensor (IAsys sensor), but failed to detect any viable intact L. monocytogenes cells at levels as high as 108 cells/ml; however, it showed binding (85–150 arc/s) with the surface protein preparations containing the 97-, 66- and 52-kDa proteins at 208 Ag/ml. Binding kinetics of L. monocytogenes and L. innocua surface protein extracts showed significantly ( p<0.05) higher responses than the three other Listeria species (L. ivanovii, L. welshimeri and L. grayi), which could be detected in 10–20 min. These data corroborate with ELISA results. In summary, this study suggest that MAb-C11E9 is suitable for detection of all serotypes of L. monocytogenes despite crossreaction with L. innocua and could be used for detection of soluble protein extracts in the resonant mirror (IAsys) biosensor.


Composite Surface for Blocking Bacterial Adsorption on Protein Biochips

Authors

Huang, T. T., J. Sturgis, R. Gomez, T. Geng, R. Bashir, A. K. Bhunia, J. P. Robinson, M. R. Ladisch


Journal

Biotechnology and Bioengineering, 81(5), 618-624, (2003)


Year
2003
Research Areas
Food Safety
Keywords
Adsorption
Bacterial
Composite Surface
Protein Biochips
Availability

Abstract

The design and fabrication of protein biochips requires characterization of blocking agents that minimize nonspecific binding of proteins or organisms. Nonspecific adsorption of Escherichia coli, Listeria innocua, and Listeria monocytogenes is prevented by bovine serum albumin (BSA) or biotinylated BSA adsorbed on SiO2 surfaces of a biochip that had been modified with a C18 coating. Biotinylated BSA forms a protein-based surface that in turn binds streptavidin. Because streptavidin has multiple binding sites for biotin, it in turn anchors other biotinylated proteins, including antibodies. Hence, biotinylated BSA simultaneously serves as a blocking agent and a foundation for binding an interfacing protein, avidin or streptavidin, which in turns anchors biotinylated antibody. In our case, the antibody is C11E9, an IgG-type antibody that binds Listeria spp. Nonspecific adsorption of another bacterium, Escherichia coli, is also minimized due to the blocking action of the BSA. The blocking characteristics of BSA adsorbed on C18-derivatized SiO2 surfaces for construction of a protein biochip for electronic detection of pathogenic organisms is investigated.


Expression of cellular antigens of Listeria monocytogenes that react with monoclonal antibodies C11E9 and EM-7G1 under acid-, salt- or temperature-induced stress environments

Authors

T. Geng, K. P. Kim, R. Gomez, D. M. Sherman, R. Bashir, M. R. Ladisch, A. K. Bhunia


Journal

Journal of Applied Microbiology, 95, 762-777 (2003)


Year
2003
Research Areas
Food Safety
Keywords
C11E9
cellular antigens
EM-7G1
Listeria monocytogenes
monoclonal antibodies
Availability

Abstract

To study the expression of cellular antigens of Listeria monocytogenes that react with monoclonal antibodies (MAbs) C11E9 and EM-7G1 under acid-, salt- or temperature-induced stress environments.


Fabrication of Microfluidic Channels Using Microfibers with Poly(dimethylsiloxane)

Authors

Huang, T., W.-J. Chang, D. Akin, R. Gomez, R. Bashir, N. Mosier, and M. R. Ladisch


Year
2003
Research Areas
Food Safety
Keywords
Availability

Abstract


Microfiber Assisted Fabrication of Microfluidic Channels Using Poly(dimethylsiloxane)

Authors

Tom T. Huang, Woo-Jin Chang, Demir Akin, Rafael Gomez, Rashid Bashir, Nathan Mosier, Michael R. Ladisch


Journal

AIChE Journal, 49, 11, 2984-2987 (2003)


Year
2003
Research Areas
Food Safety
Keywords
dimethylsiloxane
Microfiber
Microfluidic
Poly
Availability

Abstract

A microfluidic device is typically formed using bulk silicon etching techniques on a silicon substrate (Kovacs et al., 1998). A photolithography step defines the desired pattern on the silicon substrate with photoresist. Etching using acids or gases, followed by a solvent and acid cleaning process to remove residual photoresist, leaves micron-scale features. Such devices are capable of providing rapid identification of nucleic acids, proteins, drugs, or other important biological compounds with enhanced sensitivity and time-to-result, while reducing consumption of expensive reagents compared to microtiter plates or test tube scale analyses (Stone and Kim, 2001; Khandurina and Guttman, 2002; Meldrum and Holl, 2002). Polydimethylsiloxane (PDMS), created by mixing a silicone elastomer base and a curing agent in a 10:1 ratio, gives an alternate material for fabricating microfluidic devices (McDonald and Whitesides, 2002). The liquid pre-polymer is poured over a master generated either from photolithography using a high resolution transparency as a photomask, or by laser ablation or Solid-Object Printing to form the device (Grzybowski et al., 1998; McDonald et al., 2002; McDonald and Whitesides, 2002). We report formation of a master by directed placement of glass microfibers on silicon or glass substrates, followed by pressing a preformed PDMS sheet onto the substrate to form microfluidic channels. Wells are formed by criss-cross fiber patterns, while functionalized microbeads coated onto fibers result in microscale channels that separate proteins. We believe this approach is an attractive research tool, because it places rapid prototyping capability within the reach of laboratories that have access to glass slides, an optical microscope, digital camera, tweezers, and PDMS.


Pathogen Detection, Food-Borne

Authors

R. Bashir


Journal

McGraw-Hill Yearbook of Science and Technology, 1-3 (2003)


Year
2003
Research Areas
Food Safety
Keywords
food-borne
pathogen
Availability

Abstract

The presence of microorganisms in food is a natural and unavoidable occurrence. Cooking generally destroys most harmful bacteria, but undercooked foods, processed ready-to-eat foods, and minimally processed foods can contain harmful bacteria that are serious health threats. Meat, dairy, and poultry products are important reservoirs for many of the food-borne pathogens, including Salmonella, Campylobacter, Listeria, and Escherichia coli O157:H7. Animal by-products, such as feed supplements, may also transmit pathogens to food animals (for example, Salmonella and bovine spongiform encephalopathy). Seafood is another potential source of food-borne pathogens, such as Vibrio, Listeria, and Hepatitis A. Infectious doses of many of these pathogens are very low (~10 bacterial cells), increasing the vulnerability of the elderly, infants, and people with immunological deficiencies or organ transplants. Researchers are continuously searching for sensitive tools that are fast, accurate, and ultrasensitive. In recent years, there has been much research activity in the area of sensor development for detecting pathogenic microorganisms.


Poly(dimethylsiloxane) (PDMS) and Silicon Hybrid Biochip for Bacterial Culture

Authors

Woo-Jin Chang, Demir Akin, Miroslav Sedlak, Michael R. Ladisch and Rashid Bashir


Journal

Biomedical Microdevices, 5, 4, 281-290 (2003)


Year
2003
Research Areas
Food Safety
Keywords
Biochip
dimethylsiloxane
Hybrid
PDMS
poly
Silicon
Availability

Abstract

In this study, a novel PDMS/silicon hybrid microfluidic biochip was fabricated and tested for the long-term batch culture of bacterial cells. The PDMS (poly(dimethylsiloxane)) cover with 3-dimensional micro-channels for flow was fabricated using Teflon tubing and hole-punch techniques, without photolithographic methods. The PDMS/silicon hybrid biochip was prepared by bonding of PDMS cover and a silicon chip that had electrodes and micro-fluidic channels defined. The absorption of liquid into PDMS cover was characterized and conditions to prevent drying of nutrient media within the micro-chamber were shown. The absorption of liquid from micro-chambers into the PDMS cover was reduced up to 2.5 times by changing the mixing ratio of PDMS and curing agent from 10:1 to 2.5:1. In addition, pre-saturation of the PDMS cover with media prior to the incubation resulted in the preservation of liquid in the micro-chambers for up to 22 hours. Optimization of the mixing ratio and pre-saturation of the PDMS cover reduced the drying time 10 times when compared to the unsaturated PDMS cover composed of 10:1 ratio of PDMS and curing agent. Listeria innocua and a strain of Escherichia coli, expressing green fluorescent protein (GFP), were successfully cultured in batch mode within the PDMS/silicon hybrid biochip.


Composite Surface for Capture of Listeria monocytogenes on a Protein Biochip

Authors

Huang, T., J. Sturgis, R. Gomez, T. Geng, R. Bashir, A. K. Bhunia, J. P. Robinson, and M. R. Ladisch


Year
2002
Research Areas
Food Safety
Keywords
Availability

Abstract

The design and fabrication of protein biochips requires characterization of blocking agents that minimize non-specific binding of proteins or organisms. Non-specific adsorption of E. coli, Listeria innocua, and Listeria monocytogenes is prevented by BSA or biotinylated BSA adsorbed on SiO2 surfaces of a biochip that had been modified with C18 coating. Biotinylated BSA forms a protein-based surface that in turn binds streptavidin. Since streptavidin has multiple binding sites for biotin, it in turn anchors other biotinylated proteins including antibodies. Henve, biotinylated BSA simultaneously serves as a blocking agent and a foundation for binding an interfcing protein, avidin or streptavidin, which in turn anchors biotinylated antibody, which in our case is antibody C11E9, that binds Listeria spp. Non-specific adsorption of another bacterium, E. coli, is minimized due to the blocking action of the BSA. Derivatization of the chip's surfaces and preparation of protein coated chips for anchoring of antibodies is discussed.


Composite Surface for Protein Biochips

Authors

Huang, T., J. Sturgis, R. Gomez, T. Geng, R. Bashir, A. K. Bhunia, J. P. Robinson, and M. R. Ladisch


Year
2002
Research Areas
Food Safety
Keywords
Availability

Abstract

This work describes a simple approach to immobilize functionalized colloidal microstructures onto a C18 coated SiO2 substrate via specific or non-specific bio-mediated interactions. Biotinylated bovine serum albumin pre-adsorbed onto a C18 surface was used to mediate the surface assembly of streptavidin coated microbeads (2.5 um), while a bare C18 surface was used to immobilize anti-Listeria antibody coated microbeads (2.5 um) through hydrophobic interactions. For a C18 surface pre-adsorbed wth bovine serum albumin, hydrophobic polystyrene microbeads (0.8 um) and positively charged dimethylamino microbeads (0.8 um) were allowed to be self-assembled onto the surface. A complete monolayer with high surface coverage was observed for both polystyrene and dimethylamino microbeads. The adsorption characteristics of E. coli and Listeria monocytogenes on these microbeads based surfaces were studied using fluorescence microscopy. Both streptavidin microbeads pre-adsorbed with biotinylated anti-Listeria antibody and anti-Listeria antibody coated microbeads showed specific capture of Listeria monocytogenes, while polystyrene and dimethylamino microbeads captured both E. coli and Listeria monocytogenes non-specifically. The preparation of microbeads based surfaces for the construction of microfluidic devices for separation, detection or analysis of specific biological species is discussed.


Genetic Homogeneity Among Listeria monocytogenes Strains from Infected Patients and Meat Products from Two Geographic Locations Determined by Phenotyping, Ribotyping and PCR Analysis of Virulence Genes

Authors

Jaradat, Z. W., G. E. Schutze, and A. K. Bhunia


Journal

International Journal of Food Microbiology, 76, 1-10, (2002)


Year
2002
Research Areas
Food Safety
Keywords
genetic
Homogeneity
Listeria monocytogenes
PCR Analysis
Phenotyping
Ribotyping
Availability

Abstract

Thirty Listeria monocytogenes isolates from human patients and foods originated from two different geographic locations without any epidemiological relations were analyzed for their genotypic and phenotypic virulence gene expressions and genetic relatedness. All strains contained virulence genes, inlA, inlB, actA, hlyA, plcA and plcB, with expected product size in PCR assay except for the actA gene. Some strains produced actA gene product of 268 and others 385 bp. Phenotypically, all were hemolytic but showed variable expressions of phospholipase activity. Ribotyping classified isolates into 12 different groups based on the similarity to DuPont Identification numbers (DID), which consisted primarily of clinical or food isolates or both. Cluster analysis also indicated possible existence of clones of L. monocytogenes that are found in food or human hosts or are evenly distributed between these two. Two isolates (F1 from food and CHL1250 from patient) had unique ribotype patterns that were not previously reported in the RiboPrinterR database. This study indicates distribution of diverse L. monocytogenes strains in clinical and food environments. The isolates showed 92–99% genetic homogeneity, in spite of their origins from two different geographic locations and environments.


Microfabricated Device for Impedance-Based Detection of Bacterial Metabolism

Authors

Gomez, R., M. R. Ladisch, A. K. Bhunia, and R. Bashir


Journal

Materials Research Society Symposium Proceedings, 729 (2002)


Year
2002
Research Areas
Food Safety
Keywords
Bacterial
Impedance-Based
Metabolism
Microfabricated
Availability

Abstract

We present the use of a microfabricated device for impedance-based detection of a few live bacterial cells. Impedance-based detection relies on measuring changes in the AC impedance of two electrodes immersed in a liquid where the bacteria are cultured, caused by the release of ionic species by metabolizing bacterial cells. Rapid detection of a few cells (1 to 10) is possible if the cells are confined into a volume on the order of nanoliters. A microfluidic biochip prototype has been fabricated to test this miniaturized assay. The conductance of the bacterial suspensions is extracted from measuring their complex impedance in a 5.27 nl chamber in the biochip, at several frequencies between 100 Hz and 1 MHz. Measurements on suspensions of the bacteria Listeria innocua, Listeria monocytogenes, and Escherichia coli in a low conductivity buffer demonstrate that, under the current experimental conditions, the minimum detection level is between 50 and 200 live cells, after two hours of off-chip incubation. Work is in progress to develop techniques for selective capture of bacteria inside the chip, and to minimize background changes in impedance during on-chip incubation.


Microscale Electronic Detection of Bacterial Metabolism

Authors

Rafael Gomez, Rashid Bashir, and Arun K. Bhunia


Journal

Sensors and Actuators B, 86, 198-208 (2002)


Year
2002
Research Areas
Food Safety
Keywords
Bacterial
Detection
Electronic
Metabolism
Microscale
Availability

Abstract

In this paper, we present a microscale impedance-based technique for detecting the metabolic activity of a few live bacterial cells. Impedance-based detection relies on measuring changes in the ac impedance of two electrodes in contact with a liquid where the bacteria are cultured, caused by the release of ionic species by metabolizing cells. Rapid detection of a few live cells (1-10) is, in theory, possible if the cells are confined into a volume on the order of nanoliters. A microfluidic biochip prototype has been fabricated to explore this technique, consisting of a network of channels and chambers etched in a crystalline silicon substrate. The complex impedance of bacterial suspensions is measured with interdigitated platinum electrodes in a 5.27 nl chamber in the biochip at frequencies between 100 Hz and 1 MHz. After 2 h of off-chip incubation, the minimum number of live cells suspended in a low conductivity buffer that could be easily distinguished from the same number of heat-killed cells was on the order of 100 Listeria innocua, 200 L. monocytogenes, and 40 Escherichia coli cells, confined into the 5.27 nl chamber. A number on the order of 100 live L. innocua cells suspended in Luria-Bertani (LB) broth produced a significantly higher signal than the same number of heat-killed cells, and a difference is evident even down to ~5-20 cells. To the best of our knowledge, this is the first demonstration of microscale impedance-based detection of bacterial metabolism.


Rapid Sample Preparation of Foodborne Pathogens by Membrane Filtration

Authors

Chen, W.-T., R. Hendrickson, and M. Ladisch


Year
2002
Research Areas
Food Safety
Keywords
Availability

Abstract

Detection of foodborne pathogens requires that food samples have to be processed in order to remove interferring factors, including food particles, proteins and lipids, and concentration microorganisms that are to be probed for the presence of pathogens. Conventional involving culture stes may require up to 7 days. In the current study, membrane filtration is able to concentrate the foodborne pathogen, Listeria monocytogenes by a factor of 95 x, with 90% recovery of microorganisms by filtering 50 mL of food samples innoculated with Listeria monocytogenes using a syringe filter. Tween 20 was required to prevent irreversible adsorption of the microorganism to the membrane, due to hydrophobic interactions. Polycarbonate, cellulose, nylon and PVDF membranes were tested for their ability to retain Listeria monocytogenes and to separate proteins from microorganisms. The polycarbonate membrane filters with straight through, mono-radial pores were proved to be the most successful one. The results show that Listeria monocytogenes concentrated in this manner gives sufficient volume of sample for processing on a protein biochip where as little as 1 uL of sample is needed.


Rapid Separation and Concentration of Bacterial Pathogens in Liquid Food Samples

Authors

Chen, W.-T., (Speaker), R. Hendrickson, M. R. Ladisch, T. Geng, and A. K. Bhunia


Year
2002
Research Areas
Food Safety
Keywords
Availability

Abstract

Biochips offer the promise of quickly detecting foodborne pathogens with time to result of 3 hours or less if the time-consuming microbial enrichment of samples can be avoided. The work addresses the concentration of microbial cells using membrane filtration that can be carried out in 15 minutes. Samples collected from foods are chemically and biologically complex and contain proteins, lipids and fine particles that must be removed to avoid fouling the surface of the biochip. PVDF, nucleopore, nylon and cellulose membranes have been studied for separation of contaminating components and for concentration of cells. The pore size ranges of 0.22 um and 0.45 um were examined. The surface charge of the membrane was negative and did not absorb the cells, since the pH of the samples gave the cells a negative charge, as well. However, capture of the cells by the membrane was also observed due to the membrane structure.


Transport of Fluids Using Microwicks in Microfluidic Devices

Authors

Huang, T., J. Sturgis, R. Bashir, J. P. Robinson and M. R. Ladisch


Year
2002
Research Areas
Food Safety
Keywords
Availability

Abstract

Microwicks formed from a continuous strand of twisted threads of natural or synthetic fibers, such as cotton, silk, nylon or polyester, are capable of transporting nanoliter to microliter amounts of fluids. When dipped into a liquid, the microwick can draw the liquid through small flow channels formed bypatterns of fibers, by the action of capillary forces. This work presents the potential application of using microwick to transport one or more liquids into a microfluidic device. It was shown that microliter amounts of bovine serum albumin (BSA) solution can be transported using silk fibers in a matter of seconds. Microwicks formed by silk fibers were also shown to be able to transport bacterial cells (Listeria innocua) that were suspended in a carbonate bicarbonate buffer. By interfacing the silk fibers with a glass flow channel, a rapid and reliable introduction of bacterial cells (Listeria innocua) into the glass microchannel through the microwick was clearly demonstrated.


Adsorption of Avidin on Microfabricated Surfaces for Protein Biochip Applications

Authors

Bashir, R., R. Gomez, A. Sarikaya, M. R. Ladisch, J. Sturgis, and J. P. Robinson


Journal

Biotechnology and Bioengineering, 73(4), 325-328 (2001)


Year
2001
Research Areas
Food Safety
Keywords
Adsorption
Avidin
Microfabricated
Protein Biochip
Availability

Abstract

The adsorption of the protein avidin from hen egg white on patterns of silicon dioxide and platinum surfaces on a microchip and the use of fluorescent microscopy to detect binding of biotin are described. A silicon dioxide microchip was formed using plasma-enhanced chemical vapor deposition while platinum was deposited using radio frequency sputtering. After cleaning using a plasma arc, the chips were placed into solutions containing avidin or bovine serum albumin. The avidin was adsorbed onto the microchips from phosphate-buffered saline (PBS) or from PBS to which ammonium sulfate had been added. Avidin was also adsorbed onto bovine serum albumin (BSA)-coated surfaces of oxide and platinum. Fluorescence microscopy was used to confirm adsorption of labeled protein, or the binding of fluorescently labeled biotin onto previously adsorbed, unlabeled avidin. When labeled biotin in PBS was presented to avidin adsorbed onto a BSA-coated microchip, the fluorescence signal was significantly higher than for avidin adsorbed onto the biochip alone. The results show that simple, low-cost adsorption process can deposit active protein onto a chip in an approach that has potential application in the development of protein biochips for the detection of biological species.


Impedance Spectroscopy and Biochip Sensor for Detection of Listeria monocytogenes

Authors

Bhunia, A. K., Z. W. Jaradat, K. Naschansky, M. Shroyer, M. Morgan, R. Gomez, R. Bashir, and M. Ladisch


Journal

Proceedings of SPIE, (4206) 32-39 (2001)


Year
2001
Research Areas
Food Safety
Keywords
Biochip
Listeria monocytogenes
Sensor
Spectroscopy
Availability

Abstract

Listeria monocytogenes is a deadly foodborne human pathogen. Its ubiquitous nature and its ability to grow at refrigeration temperatures makes this organism a difficult one to control. High-volume processed, ready-to-eat (RTE) foods. Improved processing along with real-time detection could reduce the incidence of this pathogen. Conventional methods can detect this pathogen accurately, but take several days (2-7d) to complete, which is not practical considering the short shelf-life and cost fiber optic and microelectrical-mechanical system (MEMS) biochips were designed and examined for direct detection of L. monocytogenes from liquid samples. Also, interdigitated microsensor electrode (IME) chip and spectrofluorometer were used to measure L. monocytogenes interaction with mammalian cells (cytopathogenic activities) for indirect detection. Preliminary data generated using laboratory cultures of Listeria species indicated that L. monocytogenes could be detected in 30 min to 1 h 30 min depending on the techniques used.


Microfluidic Biochip for Impedance Spectroscopy of Biological Species

Authors

Gomez, R., R. Bashir, A. Sarikaya, M. Ladisch, J. Sturgis, J. P. Robinson, T. Geng, A. Buhnia, H. Apple, S. Wereley


Journal

Biomedical Microdevices, 3(3), 201-209, (2001).


Year
2001
Research Areas
Food Safety
Keywords
Biochip
Biological Species
Impedance
Microfluidic
Spectroscopy
Availability

Abstract

This paper describes the fabrication and characterization of a microelectronic device for the electrical interrogation and impedance spectroscopy of biological species. Key feature of the device include an all top-side processing for the formation of fluidic channels, planar fluidic interface ports, integrated metal electrodes for impedance measurements, and a glass cover sealing the nonplanar topography of the chip using spin-on-glass as an intermediate bonding layer. The total fluidic path volume in the device is on the order of 30 nl. Flow fields in the closed chip were mapped by particle image velocimetry. Electrical impedance measurements of suspensions of the live microorganism Listeria innocua injected into the chip demonstrate an easy method for detecting the viability of a few bacterial cells. By-products of the bacterial metabolism modify the ionic strength of a low conductivity suspension medium, significantly altering its electrical characteristics.


Fundamentals of Nanotechnology: Relationship to Food Science and Technology

Authors

Huang, T., W. Chen, T. Geng, R. Gomez, R. Bashir, A. Bhunia, and M. R. Ladisch


Research Areas
Food Safety
Keywords
Availability

Abstract

Nanoscience is the fabrication, study, and modeling of principles of devices and structures for which at least one dimension is several 100 nanometers or smaller. Nanotechnology is the enabling component of the discovery and development process that assembles nano-structures into compact, portable devices that carry out sensing functions currently relegated to scientific laboratories. Some types of devices will integrate biotechnology with silicon or plastic surfaces to form bio-sensing systems that enhance detection and enable study of biomarkers generated in response to environmental stress and other biological conditions of importance to agriculture. When coupled with devices that have capabilities to give temporal and geographic information, nanotechnology may contribute to tracking of agricultural commodities. This paper will discuss possible applications of very small, intelligent, sensing devices for monitoring products from a widely distributed, global agricultural enterprise, and their potential contribution to identity preservation.