The present technology relates to paper-based sample testing devices and more specifically to paper-based, semi-quantitative testing devices and methods thereof.
In paper-microfluidics, 2D/3D channels are formed in a paper substrate through wax patterning to enable passive fluid transport. Compared to the polymers commonly used to fabricate microfluidic devices, paper substrates offer greater manufacturing flexibility through compatibility with a number of patterning techniques, act as a natural medium for colorimetric tests, and can be easily disposed of via incineration. Thus, paper-based microfluidics can be employed in a variety of applications.
Antimicrobial resistance (AMR) is increasingly recognized as a substantial threat to global health. Overuse and misuse of antimicrobials are contributing towards an increasing prevalence of antimicrobial resistant and multidrug resistant organisms. In the case of antibiotics, studies have shown that almost one in three prescriptions are inappropriate, either in choice of agent or duration. Incorrect antimicrobial usage can facilitate the development of antimicrobial resistance genes through selective pressures. In order to combat misuse, evidence-based antimicrobial agent selection based on antimicrobial susceptibility testing (AST) forms a key component of antimicrobial stewardship efforts. Accessible susceptibility testing methods are crucial for facilitating stewardship, especially in point-of-care and limited-resource settings. Clinically, the need for accessible testing methods remains unmet as many US hospitals outsource susceptibility testing to reference laboratories. The preference for user-friendly testing methods is reflected in the fact that when testing is done in-house, hospital labs predominately favor the use of gradient diffusion, which is relatively simple but can require subjective interpretation of results. Reference laboratories on the other hand predominately favor use of broth microdilution, which provides quantitative minimum inhibitory concentration (MIC) information but requires high operator input and availability of diagnostic instrumentation.
There have been ongoing research efforts to develop phenotypic AST methods. Phenotypic AST, which involves direct measuring of organism growth in the presence of an antibiotic, is differentiated from genotypic AST, which involves detecting resistance genes to infer susceptibility profiles. Developments in the area of microfluidic AST methods have attempted to improve upon conventional AST methods through automation and lower sample volume requirements. Examples of microfluidic AST approaches include a self-loading chip device, a pH-sensitive hydrogel sensor, agarose channels that enable morphology tracking, on-chip broth dilution, and nanoliter arrays. Despite these advances, microfluidic approaches often face limitations of manufacturing and readout complexity, which have served as barriers to scalability and widespread adoption.
Paper-microfluidics have the potential to address some of the scalability limitations of microfluidic AST. Examples of paper-microfluidic AST approaches include a paper-polydimethylsiloxane (PDMS) hybrid disk diffusion culture device, a paper-PDMS cell culture array, and a paper-based 13-lactamase test.
Additionally, The COVID-19 pandemic has had a profound effect on nearly all parts of our lives. While the severe lockdown strategies we have undertaken have saved millions of lives they have taken a great toll on our economies and societies. To return to normalcy, public health authorities need to be able to provide and maintain confidence that our institutions can be stood up without risking broadening the pandemic. There are numerous ways in which governments and health agencies are providing this confidence but two of the most important methods have proven to be upscaling diagnostic testing and widespread contact tracing for those who are infected.
As the pandemic has progressed, the first phase of this testing focused on increased local sampling of those who were symptomatic followed by traditional diagnostic testing at large scale centralized facilities. This required 3 days to a week for results to be returned. In the second phase an increased emphasis on point-of-care (PoC) testing, through platforms like the Cepheid Xpert Xpress SARS CoV-2 test, enable results to be returned quicker, but at a higher cost, and without the highly parallelized capabilities of the centralized facilities.
The next phase of this effort will require us to make a shift in diagnostic testing to large scale screening of widely distributed individuals. Given the large number of asymptomatic carriers, the reopening of the elements of the economy that have large numbers of individuals entering from all over the world at once (e.g. international airports, universities, large workplaces) will not be possible with traditional high-throughput techniques such as temperature taking, large-scale labs, and symptom reporting. In addition, this testing will need to be conducted in non-traditional settings—like pop-up clinics—without standard medical infrastructure. The existing PoC systems are largely serial in nature with relatively low throughput and therefore will not likely meet the large-scale screening need. What will be required here is a portable system that could process a much larger number of tests, much cheaper, and without the need for medical infrastructure. The system should also be able to seamlessly integrate with electronic platforms for contract tracing.’
A major challenge going forward with COVID-19 diagnostics is going to be (1) scaling up the throughput of point-of-care testing and (2) enabling it to be done in situations where traditional infrastructure may be limited, unreliable or non-existent and (3) combining it directly with contract tracing apps accessible to more quickly track others who may have become infected. There are several reasons for this, two of the most significant are as follows.
Clinical and epidemiological studies have demonstrated that there are a significant number of asymptomatic and pre-symptomatic carriers of the virus. The uncertainty in being able to detect these asymptomatic carriers using traditional means (such as forehead thermometers or questionnaires), coupled with the absence of widespread diagnostic screening means that the operation of large sections of our economy will have little confidence in being able to resume “normal pre-COVID” activities. International travel would be reliant on either massive quarantine restrictions or be limited in capacity as tests are processed serially. Universities will have limited capabilities to deliver on-campus educational services without being able to provide confidence to the students, staff and faculty of who may or may not be infected.
Moreover, in countries (or regions of countries) with limited access to advanced, large-scale clinical laboratory-based testing infrastructure, it is possible that cases are being underreported and the spread of the virus is broader than has been reported to date. In that case, there could be a very large number of carriers, symptomatic or otherwise, who, lacking an appropriate diagnosis, remain within the population continuing to spread the disease.
To addresses both these issues, there is a need to shift to a large-scale screening approach to detect cases—rather than the current diagnostic confirmation approach which follows the presentation of symptoms. To do this, the number of tests conducted will have to be increased dramatically and this testing will need to be distributed and likely deployed in non-traditional venues like temporary pop-up type clinics, within medical facilities that that do not traditionally have access to large-scale diagnostic testing (e.g. urgent care), and within areas or countries with limited resources. What is required for that is a portable system that could process a much larger number of tests, much cheaper, and without the need for medical infrastructure.
The present technology is directed to overcoming these and other deficiencies in the art.
One aspect of the present technology relates to a sample testing chip. The sample testing chip includes a first layer formed of a porous hydrophilic material. One or more hydrophobic barriers are located in the first layer to define one or more testing areas configured to receive a volume of a sample and one or more auxiliary areas. The one or more testing areas and the one or more auxiliary areas are separated from one another by the hydrophobic barrier and are not fluidically connected.
Another aspect of the present technology relates to a method for detecting a test target. The method includes providing a sample testing chip in accordance with the present technology. A test sample potentially comprising the test target is loaded to at least one of the testing areas. A control sample is optionally loaded to one or more control areas. The control sample is known as either comprising the test target or not comprising the test target. A supplementary liquid is loaded to at least one of the one or more auxiliary areas. A third layer is attached to a second surface of the first layer wherein no direct contact is formed between the third layer and either the one or more testing areas, the one or more auxiliary areas, or the one or more control areas. A volume is formed between the third layer and the first layer wherein the air layer is sealed. The sample testing chip is incubated under a desired temperature for a desired period of time. The one or more testing areas and optionally the one or more control areas are examined for a signal indicating the presence of the test target.
The present technology provides a user-friendly paper-based test that provides visual readout of test results, such as bacterial antibiotic susceptibility for example, in a semi-quantitative format. The present technology utilizes on-chip paper microfluidics to enable multiplexed testing of multiple test samples, such as antibiotic dilutions, with a single sample addition step, replicating the functionality of traditional broth-dilution-based susceptibility testing in a simplified format. The present technology provides several advantages including low sample volume requirement and lack of need for humidity control during incubation. Eliminating the requirement of humidity control increases incubation flexibility—meaning incubation can take place outside of a traditional laboratory incubator and in devices such as an oven or hotplate. The present technology may be employed, for example, in phenotypic antibiotic susceptibility testing, as well as DNA/RNA amplification on paper for detection of targets such as COVID-19.
The present technology relates to paper-based sample testing devices and more specifically to paper-based, semi-quantitative testing devices and methods thereof.
One aspect of the present technology relates to a sample testing chip. The sample testing chip includes a first layer formed of a porous hydrophilic material. One or more hydrophobic barriers are located in the first layer to define one or more testing areas configured to receive a volume of a sample and one or more auxiliary areas. The one or more testing areas and the one or more auxiliary areas are separated from one another by the hydrophobic barrier and are not fluidically connected.
Referring again to
First layer 102 is formed of a porous hydrophilic material has a thickness that extends between a first surface (bottom surface) 114 to a second surface (top surface) 116, as shown in
Referring again to
Referring again to
Hydrophobic barriers are employed to define areas in the sample testing chips of the present technology that are separated and not fluidically connected to one another. By way of example only and without limitation, hydrophobic barriers may be shaped as lines, closed lines, an area, or a predetermined pattern. Referring again to
In this example, testing areas 108 are each fluidically connected to central area 106 through channels 110. However, in other examples sample testing chip 100 could include any number of testing areas that are all fluidically separated from one another by hydrophobic barriers. In yet other examples, sample testing chip 100 could include a subset of testing areas that are fluidically connected to one another. For example, each of the testing areas could form a fluidic connection with at least 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 other testing areas. Further, although auxiliary area 112 is illustrated and described with respect to
Referring again to
Sample testing chip 100 may be employed to receive test sample (S) that potentially includes a test target to be detected using sample testing chip 100. In one example, the test target, without limitation, can be a target microorganism that is naturally occurring or engineered, such as a bacteria, archaea, fungi, or any combinations thereof. More specifically, the test target can be a pathogenic microorganism. Test sample (S) can also include one or more nutrients suitable for growth of the target microorganism as known in the art. In another example, the test target is a target molecule that is naturally occurring or engineered, such as a gene, a deoxyribonucleic acid (DNA), a ribonucleic acid (RNA), an oligonucleotide, a polynucleotide, or any combinations thereof. More specifically, the target molecule in one example is a viral gene, such as the SARS-CoV-2 gene. In yet another example, the target molecule is from a pathogen, such as a virus. The virus can selected from the group consisting of a coronavirus, an influenza virus, a parainfluenza virus, a rhinovirus virus, an adenovirus, and any combinations thereof. It is to be understood that although example target microorganisms and molecules are described, sample testing chip 100 could be used with other microorganisms or molecules without limitation.
Referring again to
In one example, testing reagent 118 further includes an indicator 120 that is capable of producing a chromogenic, colorimetric, fluorescent, luminescent signal, or any combinations of signals thereof at the presence of any of the target microorganisms described above. For example, test reagent 118 can include indicator 120 that is redox dye, such as resazurin, although other indicators suitable to produce the desired signals may be employed. In another example, sample testing chip 100 is utilized to measure antimicrobial resistance and test reagent 118 further includes an antimicrobial chemical, such as an antibiotic.
In another example, indicator 120 is capable of producing a chromogenic, colorimetric, fluorescent, luminescent signal, or any combinations of signals thereof at the presence of any of the target molecules described above. For example, test reagent 118 can include indicator 120 that is a pH indicator such as phenol red or bromothymol blue, for example. In another example, test reagent 118 further includes a reactive chemical suitable for a reaction with any of the target molecules describe above, for example. The reactive chemical can include a polymerase, a buffer, and a primer. The reactive chemical can also include a stabilizing agent selected from the group consisting of sucrose, bovine serum albumin (BSA), polyvinyl alcohol (PVA), and any combinations thereof. Indicator 120 and the reactive chemical can either be deposited in testing areas 108 simultaneously or at different times. Reactive chemical can, for example, be suitable to produce amplifying reaction and an optional reverse transcription in the presence of the target molecule. The amplifying reaction can include a conventional polymerase chain reaction (PCR) and/or an isothermal amplification wherein the isothermal amplification is selected from the group consisting of a loop-mediated isothermal amplification (LAMP), a strand displacement amplification (SDA), a helicase-dependent amplification (HDA), a recombinase polymerase amplification (RPA), a nucleic acid sequences based amplification (NASBA), a transcription mediated amplification (TMA), and any combinations thereof.
In any of the examples described herein, testing reagent 118 and indicator 120 may be deposited in testing areas 108 in the same concentrations, or in different concentrations throughout testing areas 108, depending on the desired testing.
Referring again to
Referring again to
Sample testing chip 200 also includes hydrophobic barriers 304(2) and 304(3) that define control areas 322 and 324, respectively. Control areas 322 and 324 are both fluidically separated from testing areas 308, as well as optional central area 306 and channels 310. Control areas 322 and 324 each form a fluid connection with auxiliary area 312 such that a supplementary liquid introduced into auxiliary area 112 will diffuse into control areas 322 and 324. In other examples, control areas 322 and 324 can be in fluid connection with at least 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 auxiliary areas. In yet another example, a sample testing chip of the present technology could include separate control areas that are fluidically separated from each other by a hydrophobic barrier.
Referring again to
Control areas 322 and 324 can further include test reagent 318, such as the test reagents described above. For example, test reagent 318 can be dried within control areas 322 and 324 as described in further detail below. Test reagent can further include an indicator 320 that includes any of the indicators described above, as well as any of the reactive chemicals described above.
Referring now more specifically to
As illustrated in
Sample testing chip can further include third layer 128 coupled to second (top) surface 116 of first layer 102. Third layer 128 is formed of a water-proof material to prevent leakage from first layer 102 when applied. Third layer 128 is formed from a tape, a film, a plastic sheet, or a glass sheet, a rubber sheet, a silicone sheet, a plastic cover, a glass cover, a rubber cover, a silicone cover, or any combinations thereof. Third layer 128 can be formed of a translucent or transparent material such that colorimetric changes in testing areas 108 can be visualized either by the human eye or imaging techniques, as described in further detail below. Third layer 128 has a thickness less than 5, 4, 3, 2, 1, 0.5 mm, in a range of 0.001 mm to 1 mm, or in a range of 0.01 mm to 0.2 mm. Although third layer 128 is described as a single layer, it is to be understood that third layer 128 could include one or more sub-layers.
In one example, third layer 128 is removable and/or reattachable to second surface 116 of first layer 102. When attached to second surface 116, third layer 128 does not directly contact testing areas 108 or auxiliary area 112 (third layer 128 similarly would not be in direct contact with control areas 322 and 324 as described with respect to
As shown in
While exemplary sample testing chips 100 and 300 have been described, it is to be understood that various alterations could be made to the configuration of the sample testing chips including varying the number and shape of the testing areas, auxiliary areas, and control areas by varying the configuration of the hydrophobic barriers in the first layer.
Another aspect of the present technology relates to a method for detecting a test target. The method includes providing a sample testing chip in accordance with the present technology. A test sample potentially comprising the test target is loaded to at least one of the testing areas. A control sample is optionally loaded to one or more control areas. The control sample is known as either comprising the test target or not comprising the test target. A supplementary liquid is loaded to at least one of the one or more auxiliary areas. A third layer is attached to a second surface of the first layer wherein no direct contact is formed between the third layer and either the one or more testing areas, the one or more auxiliary areas, or the one or more control areas. A volume is formed between the third layer and the first layer wherein the air layer is sealed. The sample testing chip is incubated under a desired temperature for a desired period of time. The one or more testing areas and optionally the one or more control areas are examined for a signal indicating the presence of the test target.
An exemplary use of the present technology will now be described. First, sample testing chip 300 is provided, although the method may be utilized with other sample testing chips of the present technology, such as sample testing chip 100. Referring now to
First, test sample (S), which potentially includes the test target, is loaded to testing areas 308. Test sample (S) may be a solution, a suspension, an emulsion, or a colloid, by way of example only. Test sample (S), in this example, is introduced into central area 306 and diffuses to each of test areas 308 by capillary action. In other examples, test sample (S) may be introduced directly to a testing area and diffuse to all other testing areas fluidically connected therewith. Without limitation, the test sample (S) can be obtained from a plant, an animal, or a human. In one example, test sample (S) is from a patient. Test sample (S) is introduced in a volume in a range of 1 tl to 1,000 tl, in a range of 10 tl to 500 tl, or in a range of 10 tl to 100 tl.
Test sample (S) potentially includes a test target to be detected using sample testing chip 300. In one example, the test target, without limitation, can be a target microorganism that is naturally occurring or engineered, such as a bacteria, archaea, fungi, or any combinations thereof. More specifically, the test target can be a pathogenic microorganism. Test sample (S) can also include one or more nutrients suitable for growth of the target microorganism as known in the art. In another example, the test target is a target molecule that is naturally occurring or engineered, such as a gene, a deoxyribonucleic acid (DNA), a ribonucleic acid (RNA), an oligonucleotide, a polynucleotide, or any combinations thereof. More specifically, the target molecule in one example is a viral gene, such as the SARS-CoV-2 gene. In yet another example, the target molecule is from a pathogen, such as a virus. The virus can selected from the group consisting of a coronavirus, an influenza virus, a parainfluenza virus, a rhinovirus virus, an adenovirus, and any combinations thereof. It is to be understood that although example target microorganisms and molecules are described, sample testing chip 300 could be used with other microorganisms or molecules without limitation.
Testing areas 308 include testing reagent 318 suitable for detecting the test target, as well as indicator 320, which is capable of producing a chromogenic, colorimetric, fluorescent, luminescent signal, or any combinations of signals thereof at the presence of any of the target microorganisms described above. In one example, test reagent 318 is dried into testing areas 308 of sample testing chip 308. Testing areas 308 can include a volume of test reagent 318 in a range of 1 tl to 200 tl, in a range of 1 tl to 50 tl, or in a range of 1 tl to 10 tl, by way of example only. Testing reagent 318 is selected for detecting, for example, a target microorganism or a target molecule, as described above. In this example, each of testing areas 308 include testing reagent 318, although in other examples, at least one testing area can include the testing reagent, or each of the testing areas can include a different testing reagent to test for different targets.
Next, a control sample is optionally loaded to control areas 322 and 324. The control sample is known to either include or not include the test target. The test target can be any of the test targets described above, including target microorganisms and target molecules, for example. The control sample can be a solution, a suspension, an emulsion, or a colloid, by way of example. The control sample can further include one or more nutrients suitable for the growth of any of the target microorganisms described above. In this example, control area 322 is a negative control and does not include test reagent 318, while control area 324 is a positive control and includes test reagent 318 and indicator 320 dried therein.
Next, a supplementary liquid is loaded to auxiliary area 312 and diffuses to all areas fluidically connected including control areas 322 and 324. The supplementary liquid can be water, a saline, a buffer, a humectant, or any combinations thereof, by way of example only. Supplementary liquid can be added, for example, to provide for humidity control during incubation as described below. A volume of the supplementary liquid in a range of 10 μl to 1,000 μl, or in a range of 50 μl to 500 μl is introduced into auxiliary area 312. The supplementary liquid, in one example, saturates auxiliary area 312.
Next, third layer 328, such as a transparent film, is attached to first layer 302. Third layer 328 is formed of a water-proof material to prevent leakage from first layer 302 when applied. Third layer 328 is formed from a tape, a film, a plastic sheet, or a glass sheet, a rubber sheet, a silicone sheet, a plastic cover, a glass cover, a rubber cover, a silicone cover, or any combinations thereof. Third layer 328 can be formed of a translucent or transparent material such that colorimetric changes in testing areas 308 and/or control areas 322 and 324 can be visualized either by the human eye or imaging techniques, as described in further detail below. Third layer 328 has a thickness less than 5, 4, 3, 2, 1, 0.5 mm, in a range of 0.001 mm to 1 mm, or in a range of 0.01 mm to 0.2 mm. Although third layer 328 is described as a single layer, it is to be understood that third layer 328 could include one or more sub-layers. Further, it is to be understood that additional layers, such as described with respect to
Third layer 328 is attached such that it is not in direct contact with either testing areas 308, auxiliary area 312, or control areas 322 and 324 that can encapsulate air, a gas, or vapor, for example. The volume is sealed from the external environment and has a thickness less than 9, 8, 7, 6, 5, 4, 3, 2, or 1 mm. In another example, the volume has a thickness in a range of 0.001 mm to 3 mm, by way of example only.
Next, sample testing chip 300 is incubated under a desired temperature for a desired period of time. By way of example, the incubation period may be at least 1 minute, 10 minutes, 1 hour, 2 hours, 6 hours, 12 hours, 16 hours, 24 hours, 36 hours, or 48 hours. The temperature may be dependent on the test target and optimal growth or reaction conditions, by way of example.
After incubation, testing areas 308 and optionally control areas 322 and 324 are examined for a signal indicating the presence of the test target. By way of example, the signal may include a chromogenic, colorimetric, fluorescent, luminescent signal, or any combinations of signals thereof at the presence of any of the target microorganism or molecule. The use of a transparent film for third layer 328 allows for direct examination of sample testing chip 300. Sample testing chip 300 can be evaluated, for example, using the human eye. In other examples, sample testing chip 300 is examined using a device such as a camera, a scanner, a phone equipped with a camera, a stereoscope, a dissecting scope, or a microscope, or any combinations thereof to measure the signal produced.
Bacterial Strains
Quality control and multidrug-resistant reference strains with characterized AST profiles were sourced from the American Type Culture Collection (ATCC). Strains used in this study included Escherichia coli ATCC 25922, Escherichia coli BAA-2452, Klebsiella pneumoniae BAA-1903, and Acinetobacter baumannii BAA-1791. Strains were received in lyophilized format and revived according to vendor instructions.
Chip Design and Fabrication
2D microfluidic channels were designed using Adobe Illustrator and printed onto Whatman Grade 1 filter paper (GE Healthcare) using a ColorQube 8570 wax printer (Xerox). The channels were designed to separate the chip into two distinct regions: a central sample holding region that branches into eight test zones and a peripheral water holding region. Text labels were printed along the periphery of the chip to denote the antibiotic used and respective concentrations in each of the multiple zones. Following printing, each chip (5 cm length×5 cm width) was cut out using scissors sterilized with 70% ethanol. In order to melt the wax channels through the thickness of the filter paper to form a hydrophobic barrier, each chip was heated on a hot plate (VWR) set to 150° C. for one minute. After heating, the back side of each chip was sealed using sterile microplate sealing film (VWR) to prevent leakage. Alternatively, transparent tape can also be used.
To functionalize the chips for AST, antibiotics and the growth-sensitive dye resazurin were pre-dried on the chip to enable testing with a single sample addition step. Antibiotics used consisted of ampicillin, meropenem, gentamicin, and ciprofloxacin (all sourced from MilliporeSigma). The growth-sensitive dye resazurin (PrestoBlue, Thermo Fisher) is a redox indicator that is reduced by metabolically active cells into resorufin, leading to significant colorimetric and fluorescent changes which provide a visual indication of bacterial growth as disclosed in Guerin, et al., “Application of resazurin for estimating abundance of contaminant-degrading micro-organisms,” Lett. Appl. Microbiol., 32, 340-345 (2001), the disclosure of which is hereby incorporated by reference herein in its entirety. With 10× PrestoBlue solution as the diluent, antibiotic stock solutions prepared at 10 to 50 mg/ml (depending on solubility in water) were initially diluted to 2.5 to 10 mg/ml and subsequently two-fold serially diluted. When drying antibiotics on paper, it was necessary to use higher concentrations of antibiotics than that typically used in liquid cultures. 4 μl of each antibiotic-dye mixture was dispensed in the test zones in increasing concentration counterclockwise. A control zone without antibiotic was dispensed at the three o'clock position. Chips were dried at 37° C. for one hour and stored protected from light prior to use.
On-Chip AST
To prepare strains for on-chip AST, strains were first streaked on Mueller-Hinton II agar plates (Becton, Dickinson and Company) and incubated overnight at 37° C. in ambient air. Liquid cultures were then prepared by inoculating single colonies into Cation-Adjusted Mueller-Hinton Broth (CAMHB), followed by overnight incubation at 37° C. in ambient air. To achieve the recommended AST starting inoculum concentration of 5×105 CFU/mL22, the overnight culture was adjusted using CAMHB to the equivalent turbidity of a 0.5 McFarland standard, which represents a concentration of approximately 1×108 CFU/mL. Using a spectrophotometer (V-1200, VWR), the OD625 nm absorbance corresponding to a 0.5 McFarland standard was verified to be in the range of 0.08-0.13 22. Cultures were subsequently diluted 1:100 in CAMHB to reach an approximate starting concentration of 5×105 CFU/mL. 80 μl of diluted sample was then dispensed in the center of the test chip followed by 120 μl of distilled water in the peripheral water holding region. After the entire chip was saturated by the dispensed liquids, the chip was sealed using two pieces of sterile microplate sealing film (VWR). Sealing of the test chip prevents contamination and helps to maintain humidity by trapping evaporating water vapors. The water holding region increases the total volume of liquid stored on-chip, which helps to limit sample evaporation during incubation. Chips were incubated overnight (14-16 h) at 37° C. (ambient air) in a benchtop incubator protected from light.
Data Analysis
To quantitatively analyze color change in the test zones following incubation, test chips were imaged using a smartphone and analyzed in MATLAB (MathWorks). Images were analyzed in the hue, saturation, value (HSV) color-space which we determined to be less sensitive to lighting conditions compared to the red, blue, green (RGB) color-space. For each test zone, the average hue value in a 160-pixel diameter circular region was calculated and a threshold was used to differentiate between zones with reduced (growth) and unreduced (no growth) resazurin. The number of zones with reduced resazurin is correlated with the magnitude of the bacterial strain's MIC value.
Statistical Analysis
F-test was used to test for equality of population variances and unpaired one-tailed t-test was used to test for equality of population means.
Paper-Based AST Design
To initiate on-chip AST, 80 μl of sample is dispensed in the central region of the chip. The sample is then divided by the wax channels and flows into each of eight test zones via capillary action. Each test zone was estimated to accommodate 4 to 5 μl of sample volume. Due to these small sample volumes, a peripheral water-holding region was incorporated, which accommodates 120 μl of water, on the chip to minimize sample evaporation during incubation. Since the chip is sealed inside nonpermeable film during incubation, evaporating water vapors raise the ambient humidity of the internal air pocket and the increased fluid volume from the water-hold region helps mitigate sample evaporation.
Colorimetric Detection of Susceptibility
Following incubation, AST results can be interpreted qualitatively by eye or quantitively through colorimetric image analysis. Quantitative colorimetric analysis of on-chip bacterial grown results is shown in
On-Chip AST
Using several clinically relevant bacterial organisms and antimicrobial agents, the colorimetric readout approach provides a strong predictor of susceptibility category. To demonstrate expanded on-chip AST capabilities, strains of E. coli ATCC-25922, E. coli BAA-2452, K pneumoniae BAA-1903, and A. baumannii BAA-1791 were tested against four common antibiotics: gentamicin, ampicillin, ciprofloxacin, and meropenem. Strains were tested at a recommended starting concentration of 5×105 CFU/mL as disclosed in Wiegand, I., et al., “Agar and broth dilution methods to determine the minimal inhibitory concentration (MIC) of antimicrobial substances,” Nat. Protoc., 3, 163-175 (2008), the disclosure of which is incorporated by reference herein in its entirety, and analyzed following overnight incubation. Each bacteria-antibiotic combination was tested in triplicate and the number of positive on-chip test zones, which showed consistency across triplicates for each combination, was correlated to off-chip AST determination. Comparisons of on-chip and off-chip AST results are shown in
The spatially separate test zones facilitate semi-quantitative interpretation of AST results, especially when aided by the resazurin-based colorimetric indicator. Imaging-based readout of results eliminates subjective interpretation and associated inaccuracies that can be present with visual-based readout of microdilution and gradient diffusion results, as discussed in Woods, G. L., et al., “Multisite Reproducibility of Etest for Susceptibility Testing of Mycobacterium abscessus, Mycobacterium chelonae, and Mycobacterium fortuitum,” J. Clin. Microbiol., 38,656-661 (2000) and Woods, G. L., et al., “Multisite Reproducibility of Results Obtained by the Broth Microdilution Method for Susceptibility Testing of Mycobacterium abscessus, Mycobacterium chelonae, and Mycobacterium fortuitum, J. Clin. Microbiol., 37, 1676-1682 (1999), the disclosures of which are incorporated by reference herein in their entireties. Compared to PDMS-based microfluidic devices, paper-based test chip of the present technology is of lower fabrication complexity. In addition, because sealing of the chip from the external environment removes the need for humidity control, the chip is amenable to flexible incubating conditions with temperature control as the only requirement—meaning incubation can occur in a benchtop incubator, oven, or even on a hotplate.
A modular and mobile phone enabled LAMP (Loop-mediated Isothermal AMPlification) based assay implemented on a paper-based chip format that is capable of meeting the cost, ease of use, and scaling potential required to meet the needs for large-scale screening as well as directly integrating with contact tracing software was developed. A core element of the modular Paper-COVID platform is an integrated sample processing system for both NP swaps and saliva samples.
As shown in
As shown in
Following heat extraction, the sample will be dispensed and sealed in a paper-based LAMP test chip of the present technology. As shown in
A single sample dispensing step is needed to resolubilize reagents and initiate LAMP reactions within the test zones and a water dispensing step is needed for the spatially separate positive and negative control zones. The water dispensing step additionally serves to increase the humidity of the chip during incubation, which eliminates the need for external humidity control during incubation. Following the two dispensing steps, the chip is then sealed using a transparent film, which minimizes contamination as well as evaporation during incubation. Interpretation of test results is done colorimetrically and can be obtained qualitatively by eye or quantitatively by imaging with a camera or cell phone. With the result imaged on the cell phone the results can integrated with contract tracing apps and directly transmitted to local public health authorities.
To further characterize reproducibility, sensitivity, and specificity for the LAMP assay, a range of experiments was performed. First, the SARS-CoV-2 RNA was serially titrated and measured with LAMP (
To further characterize the utility of the assay, a cohort of patient specimens was then tested to demonstrate the efficacy of the LAMP assay as a diagnostic approach on clinical specimens. The cohort consisted of 133 individuals that tested positive and 205 individuals that tested negative for SARS-CoV-2 by RT-PCR, of which 182 had enough material available for testing. The CDC-recommended, maximum cycle threshold (Ct) for diagnostic positives was 40, with an average of 23.1 Ct in the positive cohort and undetectable in the negative cohort. By using the fluorescence measurement of the previously (RT-PCR) established positive and negative samples as the gold standards, a Receiver Operator Characteristic (ROC) plot was then generated to estimate the diagnostic sensitivity and the specificity of the assay. After running the LAMP assay for 30 minutes, the resultant data showed an overall sensitivity of 96.4% and specificity of 99.7% (
Although preferred embodiments have been depicted and described in detail herein, it will be apparent to those skilled in the relevant art that various modifications, additions, substitutions, and the like can be made without departing from the spirit of the application and these are therefore considered to be within the scope of the application as defined in the claims which follow.
This application claims benefit of U.S. Provisional Patent Application Ser. No. 63/078,377 filed Sep. 15, 2020, the entirety of which is incorporated herein by reference.
This invention was made with government support under 1R01EB021331 awarded by National Institutes of Health. The government has certain rights in the invention.
Filing Document | Filing Date | Country | Kind |
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PCT/US2021/050510 | 9/15/2021 | WO |
Number | Date | Country | |
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63078377 | Sep 2020 | US |