Microarray-Based Multiplex Fungal Pathogen Analysis

Abstract
Provided herein is a method of quantitating a fungus in a plant, plant product or agricultural product. Total nucleic acids are isolated from a sample of the plant or plant product, and an asymmetric PCR amplification reaction is performed using fluorescent labeled primer pairs to obtain fluorescent labeled fungal amplicons. These amplicons are hybridized to fungus specific nucleic acid probes that are attached on a microarray support. The microarray is imaged to detect fluorescent signals from the fluorescent labeled fungal amplicons. The fluorescent signal intensity is correlated to the quantity of fungus.
Description
BACKGROUND OF THE INVENTION
Field of the Invention

The present disclosure is in the technical field of DNA based pathogen and plant analysis. More particularly, the present disclosure is in the technical field of pathogen analysis for plant, agriculture, food and water material using a multiplex assay and a 3-dimensional lattice microarray technology for immobilizing nucleic acid probes.


Description of the Related Art

Several studies have indicated that fungal contaminants are routinely isolated from cannabis plants. In 2000, researchers documented the link between marijuana and heavy contamination by fungal spores (2). In 2017, researchers evaluated 20 cannabis plant samples in the California market contaminated with over 4,000 different fungal taxonomic classifications, including several opportunistic pathogenic fungal agents (Mucor, Aspergillus, Cryptococcus)(3). It is estimated that between 10-20% of cannabis flower fail testing requirements for TYMC (4,5). This calls for superior testing methods for fungal contaminants in plants in general, and cannabis in particular that are rapid and accurate.


Current techniques used to identify microbial pathogens rely upon established clinical microbiology monitoring. Pathogen identification is conducted using standard culture and susceptibility tests. These tests require a substantial investment of time, effort, cost as well as labile products. Current techniques are not ideal for testing large numbers samples. Culture-based testing is fraught with inaccuracies which include both false positives and false negatives, as well as unreliable quantification of colony forming units (CFUs). There are issues with the presence of viable but non-culturable microorganisms which do not show up using conventional culture methods. Certain culture tests are very non-specific in terms of detecting both harmful and harmless species which diminishes the utility of the test to determine if there is a threat present in the sample being tested.


In response to challenges including false positives and culturing of microorganisms, DNA-based diagnostic methods such as polymerase chain reaction (PCR) amplification techniques were developed. To analyze a pathogen using PCR, DNA is extracted from a material prior to analysis, which is a time-consuming and costly step.


In an attempt to eliminate the pre-analysis extraction step of PCR, Colony PCR was developed. Using cells directly from colonies from plates or liquid cultures, Colony PCR allows PCR of bacterial cells without sample preparation. This technique was a partial success but was not as sensitive as culture indicating a possible issue with interference of the PCR by constituents in the specimens. Although this possible interference may not be significant enough to invalidate the utility of the testing performed, such interference can be significant for highly sensitive detection of pathogens for certain types of tests. Consequently, Colony PCR did not eliminate the pre-analysis extraction step for use of PCR, especially for highly sensitive detection of pathogens.


It is known that 16S DNA in bacteria and the ITS2 DNA in yeast or mold can be PCR amplified, and once amplified can be analyzed to provide information about the specific bacteria or specific mold or yeast contamination in or on plant material. Further, for certain samples such as blood, fecal matter and others, PCR may be performed on the DNA in such samples absent any extraction of the DNA. However, for blood it is known that the result of such direct PCR is prone to substantial sample to sample variation due to inhibition by blood analytes. Additionally, attempts to perform direct PCR analysis on plant matter have generally been unsuccessful, due to heavy inhibition of PCR by plant constituents.


Over time, additional methods and techniques were developed to improve on the challenges of timely and specific detection and identification of pathogens. Immuno-assay techniques provide specific analysis. However, the technique is costly in the use of chemical consumables and has a long response time. Optical sensor technologies produce fast real-time detection but such sensor lack identification specificity as they offer a generic detection capability as the pathogen is usually optically similar to its benign background. Quantitative Polymerase Chain Reaction (qPCR) technique is capable of amplification and detection of a DNA sample in less than an hour. However, qPCR is largely limited to the analysis of a single pathogen. Consequently, if many pathogens are to be analyzed concurrently, as is the case with plant, agriculture, food and water material, a relatively large number of individual tests are performed in parallel.


Biological microarrays have become a key mechanism in a wide range of tools used to detect and analyze DNA. Microarray-based detection combines DNA amplification with the broad screening capability of microarray technology. This results in a specific detection and improved rate of process. DNA microarrays can be fabricated with the capacity to interrogate, by hybridization, certain segments of the DNA in bacteria and eukaryotic cells such as yeast and mold. However, processing a large number of PCR reactions for downstream microarray applications is costly and requires highly skilled individuals with complex organizational support. Because of these challenges, microarray techniques have not led to the development of downstream applications.


It is well known that DNA may be linked to a solid support for the purposes of DNA analysis. In those instances, the surface-associated DNA is generally referred to as the “Oligonucleotide probe” (nucleic acid probe, DNA probe) and its cognate partner to which the probe is designed to bind is referred to as the Hybridization Target (DNA Target). In such a device, detection and-or quantitation of the DNA Target is obtained by observing the binding of the Target to the surface bound Probe via duplex formation, a process also called “DNA Hybridization” (Hybridization).


Nucleic acid probe linkage to the solid support may be achieved by non-covalent adsorption of the DNA directly to a surface as occurs when a nucleic acid probe adsorbs to a neutral surface such as cellulose or when a nucleic acid probe adsorbs to cationic surface such as amino-silane coated glass or plastic. Direct, non-covalent adsorption of nucleic acid probes to the support has several limitations. The nucleic acid probe is necessarily placed in direct physical contact with the surface thereby presenting steric constraints to its binding to a DNA Target as the desired (bound) Target-Probe complex is a double helix which can only form by wrapping of the Target DNA strand about the bound Probe DNA: an interaction which is fundamentally inhibited by direct physical adsorption of the nucleic acid probe upon the underlying surface.


Nucleic acid probe linkage may also occur via covalent attachment of the nucleic acid probe to a surface. This can be induced by introduction of a reactive group (such as a primary amine) into the Probe then covalent attachment of the Probe, through the amine, to an amine-reactive moiety placed upon the surface: such as an epoxy group, or an isocyanate group, to form a secondary amine or a urea linkage, respectively. Since DNA is not generally reactive with epoxides or isocyanates or other similar standard nucleophilic substitutions, the DNA Probe must be first chemically modified with “unnatural” ligands such as primary amines or thiols. While such chemistry may be readily implemented during oligonucleotide synthesis, it raises the cost of the DNA Probe by more than a factor of two, due to the cost associated with the modification chemistry. A related UV crosslinking based approach circumvents the need for unnatural base chemistry, wherein Probe DNA can be linked to the surface via direct UV crosslinking of the DNA, mediated by photochemical addition of thymine within the Probe DNA to the amine surface to form a secondary amine adduct. However, the need for high energy UV for efficient crosslinking results in substantial side reactions that can damage the nucleic acid probe beyond use. As is the case for adsorptive linkage, the covalent linkages possible between a modified nucleic acid probe and a reactive surface are very short, in the order of less than 10 rotatable bonds, thereby placing the nucleic acid probe within 2 nm of the underlying surface. Given that a standard nucleic acid probe is >20 bases in length (>10 nm long) a Probe/linker length ratio >10/1 also provides for destabilizing inhibition of the subsequent formation of the desired Target-Probe Duplex.


Previous Attempts at addressing these problems have not met with success. Attachment of nucleic acid probes to surfaces via their entrapment into a 3-Dimensional gel phase such as that created by polymerizing acrylamide and polysaccharides among others have been problematic due to the dense nature of the gel phases. While the pore size (about 10 nm) in these gels permit entrapment and/or attachment of the nucleic acid probes within the gel, the solution-phase DNA Target, which is typically many times longer than the nucleic acid probe, is blocked from penetrating the gel matrix thereby limiting use of these gel phase systems due to poor solution-phase access to the Target DNA.


Thus, the prior art is deficient in methods of DNA based fungal pathogen analysis that interrogates a multiplicity of samples, uses fewer chemical and labile products, reduces processing steps and provides faster results while maintaining accuracy, specificity and reliability. The present invention fulfills this long-standing need and desire in the art.


SUMMARY OF THE INVENTION

The present invention is directed to a method of quantitating a fungus in a plant. A sample is obtained from the plant, total nucleic acids are isolated, and an asymmetric PCR amplification reaction performed using at least one fluorescent labeled primer pair in which one of the primers is unlabeled, to obtain at least one fluorescent labeled fungal amplicon. The amplicons are hybridized to a plurality of nucleic acid probes each attached at a specific position on a solid microarray support. The sequence in the nucleic acid probes corresponding to sequence determinants in the fungus. The microarray is washed and imaged to detect at least one fluorescent signal from the hybridized fluorescent labeled fungal amplicons. An intensity is the calculated for the fluorescent signal, which correlates with a quantity of fungus in the sample. The present invention is also directed to a related method where total DNA is isolated from the isolated total nucleic acids and the asymmetric PCR amplification reaction performed on the total DNA.


The present invention is also directed to a method of quantitating at least one fungus in an agricultural product. A sample of the agricultural product is obtained, and total nucleic acids are isolated. An asymmetric PCR amplification reaction performed on the total nucleic acid using at least one fluorescent labeled primer pair in which one of the primers is unlabeled, to obtain at least one fluorescent labeled fungal amplicon. The amplicons are hybridized to a plurality of nucleic acid probes each attached at a specific position on a solid microarray support. The sequence in the nucleic acid probes corresponding to sequence determinants in the fungus. The microarray is washed and imaged to detect at least one fluorescent signal from the hybridized fluorescent labeled fungal amplicons. An intensity is the calculated for the fluorescent signal, which correlates with a with a quantity of fungus in the sample. The present invention is also directed to a related method where total DNA is isolated from the isolated total nucleic acids and the asymmetric PCR amplification reaction performed on the total DNA.


The present invention is further directed to a customizable kit comprising the solid support, a plurality of fluorescent labeled bifunctional polymer linkers, solvents and instructions for fabricating the microarray using a plurality of custom designed nucleic acid probes relevant to an end user.





BRIEF DESCRIPTION OF THE DRAWINGS

These and other features, aspects, and advantages of the embodiments of the present disclosure will become better understood when the following detailed description is read with reference to the accompanying drawings in which like characters represent like parts throughout the drawing, wherein:



FIGS. 1A-1D illustrate a covalent microarray system comprising probes and bifunctional labels printed on an activated surface. FIG. 1A shows the components—unmodified nucleic acid probe, amine-functionalized (NH) bifunctional polymer linker and amine-functionalized (NH) fluorescently labeled bifunctional polymer linker in a solvent comprising water and a high boiling point water-miscible liquid, and a solid support with chemically activatable groups (X). FIG. 1B shows the first step reaction of the bifunctional polymer linker with the chemically activated solid support where the bifunctional polymer linker becomes covalently attached by the amine groups to the chemically activated groups on the solid support. FIG. 1C shows the second step of concentration via evaporation of water from the solvent to increase the concentration of the reactants—nucleic acid probes and bifunctional polymer linker. FIG. 1D shows the third step of UV crosslinking of the nucleic acid probes via thymidine base to the bifunctional polymer linker within evaporated surface, which in some instances also serves to covalently link adjacent bifunctional polymeric linkers together via crosslinking to the nucleic acid Probe.



FIGS. 2A-2D illustrate an adsorptive microarray system comprising probes and bifunctional polymeric linkers. FIG. 2A shows the components; unmodified nucleic acid probe and functionalized (Rn) bifunctional polymer linker and similarly functionalized fluorescent labeled bifunctional polymer linker in a solvent comprising water and a high boiling point water-miscible liquid, and a solid support, wherein the Rn group is compatible for adsorbing to the solid support surface. FIG. 2B shows the first step adsorption of the bifunctional polymer linker on the solid support where the bifunctional polymer linkers become non-covalently attached by the Rn groups to the solid support. FIG. 2C shows the second step of concentration via evaporation of water from the solvent to increase the concentration of the reactants—Nucleic acid probes and bifunctional polymer linker. FIG. 2D shows the third step of UV crosslinking of the nucleic acid probes via thymidine base to the bifunctional polymer linker and other nucleic acid probes within the evaporated surface which in some instances also serves to covalently link adjacent bifunctional polymeric linkers together via crosslinking to the nucleic acid Probe.



FIGS. 3A-3C show experimental data using the covalent microarray system. In this example of the invention the bifunctional polymeric linker was a chemically modified 40 base long oligo deoxythymidine (OligodT) having a Cy5 fluorescent dye attached at its 5′ terminus and an amino group attached at its 3′ terminus, suitable for covalent linkage with a borosilicate glass solid support which had been chemically activated on its surface with epoxysilane. The nucleic acid probes comprised unmodified DNA oligonucleotides, suitable to bind to the solution state target, each oligonucleotide terminated with about 5 to 7 thymidines, to allow for photochemical crosslinking with the thymidines in the top domain of the polymeric (oligodT) linker. FIG. 3A shows an imaged microarray after hybridization and washing, as visualized at 635 nm. The 635 nm image is derived from signals from the (red) CY5 fluor attached to the 5′ terminus of the bifunctional polymer linker (OligodT) which had been introduced during microarray fabrication as a positional marker in each microarray spot. FIG. 3B shows a microarray imaged after hybridization and washing as visualized at 532 nm. The 532 nm image is derived from signals from the (green) CY3 fluor attached to the 5′ terminus of PCR amplified DNA obtained during PCR Reaction #2 of a DNA containing sample. FIG. 3C shows an imaged microarray after hybridization and washing as visualized with both the 532 nm and 635 nm images superimposed. The superimposed images display the utility of parallel attachment of a Cy5-labelled OligodT positional marker relative to the sequence specific binding of the CY3-labelled PCR product.



FIGS. 4A-4B show graphical representation of the position of PCR primers. FIG. 4A is a graphical representation of the position of PCR primers employed within the 16S locus (all bacteria) to be used to PCR amplify unpurified bacterial contamination obtained from Cannabis wash and related plant wash. These PCR primers are used to amplify and dye label DNA from such samples for bacterial analysis via microarray hybridization. FIG. 4B is a graphical representation of the position of PCR primers employed within the stx1 locus (pathogenic E. coli) to be used to PCR amplify unpurified bacterial contamination obtained from Cannabis wash and related plant wash. These PCR primers are used to amplify and dye label DNA from such samples for bacterial analysis via microarray hybridization.



FIGS. 5A-5B show graphical representation of the position of PCR primers. FIG. 5A is a graphical representation of the position of PCR primers employed as a two stage PCR reaction within the stx2 locus (pathogenic E. coli) to be used to PCR amplify unpurified bacterial contamination obtained from Cannabis wash and related plant wash. These PCR primers are used to amplify and dye label DNA from such samples for bacterial analysis via microarray hybridization. FIG. 5B is a graphical representation of the position of PCR primers employed within the invA locus (Salmonella) to be used to PCR amplify unpurified bacterial contamination obtained from Cannabis wash and related plant wash. These PCR primers are used to amplify and dye label DNA from such samples for bacterial analysis via microarray hybridization.



FIG. 6 is a graphical representation of the position of PCR primers employed within the tuf locus (E. coli) to be used to PCR amplify unpurified bacterial contamination obtained from Cannabis wash and related plant wash. These PCR primers are used to amplify and dye label DNA from such samples for bacterial analysis via microarray hybridization.



FIG. 7 is a graphical representation of the position of PCR primers employed within the ITS2 locus (yeast and mold) to be used to PCR amplify unpurified yeast, mold and fungal contamination obtained from Cannabis wash and related plant wash. These PCR primers are used to amplify and dye label DNA from such samples for yeast and mold analysis via microarray hybridization.



FIG. 8 is a graphical representation of the position of PCR primers employed within the ITS1 locus (Cannabis Plant Control) to be used to PCR amplify unpurified DNA obtained from Cannabis wash. These PCR primers are used to amplify and dye label DNA from such samples for DNA analysis via microarray hybridization. This PCR reaction is used to generate an internal plant host control signal, via hybridization, to be used to normalize bacterial, yeast, mold and fungal signals obtained by microarray analysis on the same microarray.



FIG. 9 is a flow diagram illustrating the processing of unpurified Cannabis wash or other surface sampling from Cannabis (and related plant material) so as to PCR amplify the raw Cannabis or related plant material, and then to perform microarray analysis on that material so as to analyze the pathogen complement of those plant samples



FIG. 10 is a representative image of the microarray format used to implement the nucleic acid probes. This representative format comprises 12 microarrays printed on a glass slide, each separated by a Teflon divider (left). Each microarray queries the full pathogen detection panel in quadruplicate. Also, shown is a blow-up (right) of one such microarray for the analysis of pathogens in Cannabis and related plant materials. The Teflon border about each microarray is fit to localize about 50 μL fluid sample for hybridization analysis where fluorescent labeled amplicons and placed onto the microarray for 30 min at room temperature, followed by washing at room temperature then microarray image scanning of the dye-labelled pathogen and host Cannabis DNA.



FIGS. 11A-11B shows representative microarray hybridization data obtained from purified bacterial DNA standards (FIG. 11A) and purified fungal DNA standards (FIG. 11B). In each case, the purified bacterial DNA is PCR amplified as though it were an unpurified DNA, then hybridized on the microarray via the microarray probes described above. The data show that in this microarray format, each of the bacteria can be specifically identified via room temperature hybridization and washing. Similarly, the purified fungal DNA is PCR amplified as though it were an unpurified DNA, then hybridized on the microarray via the microarray probes described above. The data show that in this microarray format, each of the fungal DNAs can be specifically identified via room temperature hybridization and washing.



FIG. 12 shows representative microarray hybridization data obtained from 5 representative raw Cannabis wash samples. In each case, the raw pathogen complement of these 5 samples is PCR amplified, then hybridized on the microarray via the microarray probes described above. The data show that in this microarray format, specific bacterial, yeast, mold and fungal contaminants can be specifically identified via room temperature hybridization and washing.



FIG. 13 shows representative microarray hybridization data obtained from a representative raw Cannabis wash sample compared to a representative (raw) highly characterized, candida samples. In each case, the raw pathogen complement of each sample is PCR amplified, then hybridized on the microarray via the microarray probes described above. The data show that in this microarray format, specific fungal contaminants can be specifically identified via room temperature hybridization and washing on either raw Cannabis wash or cloned fungal sample.



FIG. 14 shows a graphical representation of the position of PCR primers employed in a variation of an embodiment for low level detection of Bacteria in the Family Enterobacteriaceae including E. coli. These PCR primers are used to selectively amplify and dye label DNA from targeted organisms for analysis via microarray hybridization.



FIGS. 15A-15C show graphical representation of microarray hybridization data. FIG. 15A is a graphical representation of microarray hybridization data demonstrating low level detection of E. coli O157:H7 from certified reference material consisting of enumerated colonies of specified bacteria spiked onto Humulus lupulus, (Hop plant). FIG. 15B is a graphical representation of microarray hybridization data demonstrating low level detection of E. coli O1111 from certified reference material consisting of enumerated colonies of specified bacteria spiked onto Humulus lupulus, (Hop plant). FIG. 15C is a graphical representation of microarray hybridization data demonstrating low level detection of Salmonella enterica from certified reference material consisting of enumerated colonies of specified bacteria spiked onto Humulus lupulus, (Hop plant).



FIG. 16 shows diagrams for sample collection and preparation from two methods. Both the tape pull and wash method are used to process samples to provide a solution for microbial detection via microarray analysis.



FIG. 17 shows representative data used for the modification of the Augury Software. A trendline was generated for the mathematical modeling using the CFU and RFU values plotted for high, medium, and low Total Yeast and Mold (TYM) probes for A. nidulans.





DETAILED DESCRIPTION OF THE INVENTION

As used herein, the term “a” or “an” when used in conjunction with the term “comprising” in the claims and/or the specification may mean “one,” but it is also consistent with the meaning of “one or more,” “at least one,” and “one or more than one.” Some embodiments of the invention may consist of or consist essentially of one or more elements, method steps, and/or methods of the invention. It is contemplated that any method described herein can be implemented with respect to any other method described herein.


As used herein, the term “or” in the claims is used to mean “and/or” unless explicitly indicated to refer to alternatives only or the alternatives are mutually exclusive, although the disclosure supports a definition that refers to only alternatives and “and/or.”


As used herein, “comprise” and its variations, such as “comprises” and “comprising,” will be understood to imply the inclusion of a stated item, element or step or group of items, elements, or steps but not the exclusion of any other item, element or step or group of items, elements, or steps unless the context requires otherwise. Similarly, “another” or “other” may mean at least a second or more of the same or different claim element or components thereof.


In one embodiment of this invention, there is provided a method for quantitating a fungus on a plant, comprising obtaining a sample from the plant; isolating total nucleic acids from the sample; performing on the total nucleic acids an asymmetric PCR amplification reaction using at least one fluorescent labeled primer pair comprising an unlabeled primer, and a fluorescently labeled primer, selective for a target nucleotide sequence in the fungus to generate at least one fluorescent labeled fungal amplicon; hybridizing the fluorescent labeled fungal amplicons to a plurality of nucleic acid probes each having a sequence corresponding to a sequence determinant in the fungus, each of said nucleic acid probes attached at a specific position on a solid microarray support; washing the microarray at least once; imaging the microarray to detect at least one fluorescent signal from the hybridized fluorescent labeled fungal amplicons; and calculating an intensity of the fluorescent signal, said intensity correlating with a quantity of the fungus in the sample, thereby quantitating the fungus on the plant.


In this embodiment, the plant is a cannabis or a hemp or a product produced thereof. For example, the product is an oil such as cannabidiol produced from cannabis and hemp.


In this embodiment, the fungus is any fungus capable of infecting the plants including, but not limited to a yeast, a mold, an Aspergillus species and a Penicillium species.


In this embodiment, an asymmetric PCR amplification is performed on the total nucleic acids using at least one fluorescent labeled primer pair. Each of the fluorescent labeled primer pairs comprise an unlabeled primer, and a fluorescently labeled primer, selective for a target nucleotide sequence in the fungus. In this embodiment, the fluorescently labeled primer in about 4-fold to about 8-fold excess of the unlabeled primer whereby, upon completion of the reaction, the fluorescently labeled amplicon will be primarily single stranded (that is, the reaction is a type of “asymmetric PCR”). In this embodiment, the fluorescent labeled primer pairs have forward (odd numbers) and reverse (even number) sequences shown in SEQ ID: 13-16, 31-34, 133-135 (Table 6). Commercially enzymes and buffers are used in this step. Also, any fluorescent label may be used, including, but not limited to a CY3, a CY5, SYBR Green, a DYLIGHT DY647, a ALEXA FLUOR 647, a DYLIGHT DY547 and a ALEXA FLUOR 550.


Further in this embodiment, the fluorescent labeled fungal amplicons generated are hybridized to a plurality of nucleic acid probes. The nucleic acid probes have a sequence corresponding to sequence determinants in the fungus and have sequences SEQ ID NOS: 86-126 (Table 4) and 136-140 (Table 9). The nucleic acid probes are attached to a solid microarray support. The solid support is any microarray including but not limited to a 3-dimensional lattice microarray.


Further in this embodiment, after hybridization, unhybridized amplicons are removed by washing the microarray. Washed microarrays are imaged to detect a fluorescent signal corresponding to the fluorescent labeled fungal amplicons. Further in this embodiment, an intensity for the fluorescent signal is calculated. The calculated intensity is correlated with the number of fungus specific genomes in the sample, thereby quantitating the fungus in the sample. Based on analysis of fungus-free samples, an experimentally determined intensity threshold is established for the hybridization to each probe on the microarray, such that a fluorescent intensity above that threshold signifies the presence of fungus, while fluorescence intensities below the threshold signifies that fungus was not detected. Also, the fluorescence intensity correlates with a quantity of the fungus in the sample.


Further to this embodiment, the method comprises isolating total DNA after the isolating step and further performing the asymmetric PCR amplification on the total DNA as described above.


In another embodiment of this invention, there is provided a method for quantitating at least one fungus in an agricultural product, comprising obtaining a sample of the agricultural product; isolating total nucleic acids from the sample; performing on the total nucleic acids an asymmetric PCR amplification reaction using at least one fluorescent labeled primer pair comprising an unlabeled primer, and a fluorescently labeled primer, selective for a target nucleotide sequence in the at least one fungus to generate at least one fluorescent labeled fungal amplicon; hybridizing the fluorescent labeled fungal amplicons to a plurality of nucleic acid probes each having a sequence corresponding to a sequence determinant in the fungus, each of said nucleic acid probes attached at a specific position on a solid microarray support; washing the microarray at least once; imaging the microarray to detect at least one fluorescent signal from the hybridized fluorescent labeled fungal amplicons, and calculating an intensity of the fluorescent signal, the intensity correlating with a quantity of the fungus in the sample, thereby quantitating the at least one fungus in the agricultural product.


In this embodiment, the plant is a cannabis or a hemp or a product produced thereof. For example, the product is an oil such as cannabidiol produced from cannabis and hemp.


In this embodiment, the fungus is any fungus capable of infecting the plants including, but not limited to a yeast, a mold, an Aspergillus species and a Penicillium species.


In this embodiment, an asymmetric PCR amplification is performed on the total nucleic acids using at least one fluorescent labeled primer pair. Each of the fluorescent labeled primer pairs comprise an unlabeled primer, and a fluorescently labeled primer, selective for a target nucleotide sequence in the fungus. In this embodiment, the fluorescently labeled primer in about 4-fold to about 8-fold excess of the unlabeled primer whereby, upon completion of the reaction, the fluorescently labeled amplicon will be primarily single stranded (that is, the reaction is a type of “asymmetric PCR”). In this embodiment, the fluorescent labeled primer pairs have forward (odd numbers) and reverse (even number) sequences shown in SEQ ID: 13-16, 31-34, 133-135 (Table 6). Commercially enzymes and buffers are used in this step. Also, any fluorescent label may be used, including, but not limited to a CY3, a CY5, SYBR Green, a DYLIGHT DY647, a ALEXA FLUOR 647, a DYLIGHT DY547 and a ALEXA FLUOR 550.


Further in this embodiment, the fluorescent labeled fungal amplicons generated are hybridized to a plurality of nucleic acid probes. The nucleic acid probes have a sequence corresponding to sequence determinants in the fungus and have sequences SEQ ID NOS: 86-126 (Table 4) and 136-140 (Table 9). The nucleic acid probes are attached to a solid microarray support. The solid support is any microarray including but not limited to a 3-dimensional lattice microarray.


Further in this embodiment, after hybridization, unhybridized amplicons are removed by washing the microarray. Washed microarrays are imaged to detect a fluorescent signal corresponding to the fluorescent labeled fungal amplicons. Further in this embodiment, an intensity for the fluorescent signal is calculated. The calculated intensity is correlated with the number of fungus specific genomes in the sample, thereby quantitating the at least one fungus in the agricultural product. Based on analysis of fungus-free samples, an experimentally determined intensity threshold is established for the hybridization to each probe on the microarray, such that a fluorescent intensity above that threshold signifies the presence of fungus, while fluorescence intensities below the threshold signifies that fungus was not detected. Also, the fluorescence intensity correlates with a quantity of the fungus in the sample.


Further to this embodiment, the method comprises isolating total DNA after the isolating step and further performing the asymmetric PCR amplification on the total DNA as described above.


Described herein is a method for detecting a fungus in a plant sample such as for example a cannabis, or a plant product such as for example a cannabidiol. Total nucleic acids or total DNA is isolated, and an asymmetric PCR amplification reaction performed to generate fluorescent labeled fungal amplicons. The fluorescent labeled fungal amplicons are hybridized to nucleic acid probes attached to a microarray. This method allows positive hybridization signals to be validated on each sample tested based on internal “mismatched” and “sequence specific” controls. The method steps may be performed concurrently, performed in a single assay, which is beneficial since it enables streamlined detection of fungus in a single assay. The method may be employed to detect any fungus in the plant or plant product.


In the embodiments described above, the microarray is made of any suitable material known in the art including but not limited to borosilicate glass, a thermoplastic acrylic resin (e.g., poly(methyl methacrylate-VSUVT) a cycloolefin polymer (e.g. ZEONOR 1060R), a metal including, but not limited to gold and platinum, a plastic including, but not limited to polyethylene terephthalate, polycarbonate, nylon, a ceramic including, but not limited to TiO2, and Indium tin oxide (ITO) and engineered carbon surfaces including, but not limited to graphene. A combination of these materials may also be used. The solid support has a front surface and a back surface and is activated on the front surface by chemically activatable groups for attachment of the nucleic acid probes. In this embodiment, the chemically activatable groups include but are not limited to epoxysilane, isocyanate, succinimide, carbodiimide, aldehyde and maleimide. These materials are well known in the art and one of ordinary skill in this art would be able to readily functionalize any of these supports as desired. In a preferred embodiment, the solid support is epoxysilane functionalized borosilicate glass support.


The nucleic acid probes are attached either directly to the microarray support, or indirectly attached to the support using bifunctional polymer linkers. In this embodiment, the bifunctional polymer linker has a top domain and a bottom end. On the bottom end is attached a first reactive moiety that allows covalent attachment to the chemically activatable groups in the solid support. Examples of first reactive moieties include but are not limited to an amine group, a thiol group and an aldehyde group. In one aspect the first reactive moiety is an amine group. On the top domain of the bifunctional polymer linker is provided a second reactive moiety that allows covalent attachment to the oligonucleotide probe. Examples of second reactive moieties include but are not limited to nucleotide bases like thymidine, adenine, guanine, cytidine, uracil and bromodeoxyuridine and amino acid like cysteine, phenylalanine, tyrosine glycine, serine, tryptophan, cystine, methionine, histidine, arginine and lysine. The bifunctional polymer linker may be an oligonucleotide such as OLIGOdT, an amino polysaccharide such as chitosan, a polyamine such as spermine, spermidine, cadaverine and putrescine, a polyamino acid, with a lysine or histidine, or any other polymeric compounds with dual functional groups which can be attached to the chemically activatable solid support on the bottom end, and the nucleic acid probes on the top domain. Preferably, the bifunctional polymer linker is OLIGOdT having an amine group at the 5′ end.


In this embodiment, the bifunctional polymer linker may be unmodified with a fluorescent label. Alternatively, the bifunctional polymer linker has a fluorescent label attached covalently to the top domain, the bottom end, or internally. The second fluorescent label is different from the fluorescent label in the fluorescent labeled primers. Having a fluorescent label (fluorescent tag) attached to the bifunctional polymer linker is beneficial since it allows the user to image and detect the position of the individual nucleic acid probes (“spot”) printed on the microarray. By using two different fluorescent labels, one for the bifunctional polymer linker and the second for the amplicons generated from the fungal DNA being queried, the user can obtain a superimposed image that allows parallel detection of those nucleic acid probes which have been hybridized with amplicons. This is advantageous since it helps in identifying the fungus comprised in the sample using suitable computer and software, assisted by a database correlating nucleic acid probe sequence and microarray location of this sequence with a known DNA signature in fungi. Examples of fluorescent labels include, but are not limited to CY5, DYLIGHT DY647, ALEXA FLUOR 647, CY3, DYLIGHT DY547, or ALEXA FLUOR 550. The fluorescent labels may be attached to any reactive group including but not limited to, amine, thiol, aldehyde, sugar amido and carboxy on the bifunctional polymer linker. In one aspect, the bifunctional polymer linker is CY5-labeled OLIGOdT having an amino group attached at its 3′terminus for covalent attachment to an activated surface on the solid support.


Further in this embodiment, when the bifunctional polymer linker is also fluorescently labeled a second fluorescent signal image is detected in the imaging step. Superimposing the first fluorescent signal image and second fluorescent signal image allows identification of the fungus by comparing the sequence of the nucleic acid probe at one or more superimposed signal positions on the microarray with a database of signature sequence determinants for a plurality of fungal DNA. This embodiment is particularly beneficial since it allows identification of more than one type of fungus in a single assay.


QuantX TYM enables quantitating fungus in plants or plant products. The microarray has the capacity to test for multiple fungus and/or multiple plants and/or plant products in parallel. The testing may be performed in triplicate along with a panel of controls as needed, enabling rapid and reliable quantitation of fungus from multiple plant samples.


The following examples are given for the purpose of illustrating various embodiments of the invention and are not meant to limit the present invention in any fashion. One skilled in the art will appreciate readily that the present invention is well adapted to carry out the objects and obtain the ends and advantages mentioned, as well as those objects, ends and advantages inherent herein. Changes therein and other uses which are encompassed within the spirit of the invention as defined by the scope of the claims will occur to those skilled in the art.


Example 1
Fabrication of 3-Dimensional Lattice Microarray Systems

The present invention teaches a way to link a nucleic acid probe to a solid support surface via the use of a bifunctional polymeric linker. The nucleic acid probe can be a PCR amplicon, synthetic oligonucleotides, isothermal amplification products, plasmids or genomic DNA fragment in a single stranded or double stranded form. The invention can be sub-divided into two classes, based on the nature of the underlying surface to which the nucleic acid probe would be linked.


Covalent Microarray System with Activated Solid Support.


The covalent attachment of any one of these nucleic acid probes does not occur to the underlying surface directly, but is instead mediated through a relatively long, bi-functional polymeric linker that is capable of both chemical reaction with the surface and also capable of efficient UV-initiated crosslinking with the nucleic acid probe. The mechanics of this process is spontaneous 3D self assembly and is illustrated in FIG. 1A-FIG. 1D. As seen in FIG. 1A, the components required to fabricate this microarray system are:


(a) an unmodified nucleic acid probe 3 such as an oligonucleotide, PCR or isothermal amplicon, plasmid or genomic DNA;


(b) a chemically activatable surface 1 with chemically activatable groups (designated “X”) compatible for reacting with a primary amine such as. epoxysilane, isocyanate, succinimide, carbodiimide, aldehyde.


(c) bifunctional polymer linkers 2 such as a natural or modified OligodT, amino polysaccharide, amino polypeptide suitable for coupling to chemically activatable groups on the support surface, each attached with a fluorescent label 4; and


(d) a solvent comprising water and a high boiling point, water-miscible liquid such as glycerol, DMSO or propanediol (water to solvent ratio between 10:1 and 100:1).


Table 1 shows examples of chemically activatable groups and matched reactive groups on the bifunctional polymer linker for mere illustration purposes only and does not in any way preclude use of other combinations of matched reactive pairs.









TABLE 1







Covalent Attachment of Bifunctional Polymeric


Linker to an Activated Surfaces










Matched Reactive




Group on
Specific Implementation


Activated Surface
Bifunctional
as Bifunctional polymeric


Moiety
Linker
linker













Epoxysilane
Primary Amine
(1)
Amine-modified OligodT





(20-60 bases)




(2)
Chitosan (20-60 subunits)




(3)
Lysine containing





polypeptide (20-60aa)


EDC Activated
Primary Amine
(4)
Amine-modified OligodT


Carboxylic Acid


(20-60 bases)




(5)
Chitosan (20-60 subunits)




(6)
Lysine containing





polypeptide (20-60aa)


N-hydroxy-
Primary Amine
(7)
Amine-modified OligodT


succinimide


(20-60 bases)


(NHS)

(8)
Chitosan (20-60 subunits)




(9)
Lysine containing





polypeptide (20-60aa)









When used in the present invention, the chemically activatable surface, bifunctional polymer linkers and unmodified nucleic acid probes are included as a solution to be applied to a chemically activated surface 4 by ordinary methods of fabrication used to generate DNA Hybridization tests such as contact printing, piezo electric printing, ink jet printing, or pipetting.


Microarray fabrication begins with application of a mixture of the chemically activatable surface, bifunctional polymer linkers and unmodified nucleic acid probes to the surface. The first step is reaction and covalent attachment of the bifunctional linker to the activated surface (FIG. 1B). In general, the chemical concentration of the bi-functional linker is set to be such that less than 100% of the reactive sites on the surface form a covalent linkage to the bi-functional linker. At such low density, the average distance between bi-functional linker molecules defines a spacing denoted lattice width (“LW” in FIG. 1B).


In the second step, the water in the solvent is evaporated to concentrate the DNA and bifunctional linker via evaporation of water from the solvent (FIG. 1C). Generally, use of pure water as the solvent during matrix fabrication is disadvantageous because water is very quickly removed by evaporation due to a high surface area/volume ratio. To overcome this, in the present invention, a mixture of water with a high boiling point water-miscible solvent such as glycerin, DMSO or propanediol was used as solvent. In this case, upon evaporation, the water component will evaporate but not the high boiling point solvent. As a result, molecular reactants—DNA and bifunctional linker are progressively concentrated as the water is lost to evaporation. In the present invention, the ratio or water to high boiling point solvent is kept between 10:1 and 100:1. Thus, in the two extreme cases, upon equilibrium, volume of the fluid phase will reduce due to water evaporation to between 1/100th and 1/10th the original volume, thus giving rise to a 100-fold to 10-fold increase in reactant concentration. Such controlled evaporation is crucial to the present invention since it controls the vertical spacing (Vertical Separation, “VG” in FIG. 1C) between nucleic acid probes, which is inversely related to the extent of evaporative concentration.


In the third step, the terminal Thymidine bases in the nucleic acid probes are UV crosslinked to the bifunctional linker within the evaporated surface (FIG. 1D). This process is mediated by the well-known photochemical reactivity of the Thymidine base that leads to the formation of covalent linkages to other thymidine bases in DNA or photochemical reaction with proteins and carbohydrates. If the bifunctional crosslinker is OligodT, then the crosslinking reaction will be bi-directional, that is, the photochemistry can be initiated in either the nucleic acid probe or the bifunctional OligodT linker. On the other hand, if the bifunctional linker is an amino polysaccharide such as chitosan or a polyamino acid, with a lysine or histidine in it, then the photochemistry will initiate in the nucleic acid probe, with the bifunctional linker being the target of the photochemistry.


Microarray System with Unmodified Solid Support for Non-Covalent Attachment


In this microarray system, attachment of the nucleic acid probes does not occur to the underlying surface directly, but is instead mediated through a relatively long, bi-functional polymeric linker that binds non-covalently with the solid support, but covalently with the nucleic acid probes via UV-initiated crosslinking. The mechanics of this process is spontaneous 3D self assembly and is illustrated in FIGS. 2A-2D. As seen in FIG. 2A, the components required to fabricate this microarray system are:


(1) an unmodified nucleic acid probe 3 such as an oligonucleotide, PCR or isothermal amplicon, plasmid or genomic DNA;


(2) an unmodified solid support 1;


(3) bifunctional polymer linkers 2 such as OligodT or a amino polysaccharide, amino polypeptide, that inherently have or are modified to have functional groups (designated “R”) compatible for adsorptive binding to the solid support, each having a fluorescent label 4; and


(4) a solvent comprising water and a high boiling point, water-miscible liquid such as glycerol, DMSO or propanediol (water to solvent ratio between 10:1 and 100:1);


Table 2 shows examples of unmodified support surfaces and matched absorptive groups on the bifunctional polymer linker for mere illustration purposes only and does not in any way precludes the use of other combinations of these.









TABLE 2







Non-Covalent Attachment of Bi-Functional


Polymeric Linker to an Inert Surface









Representative
Matched Adsorptive



support
Group on Bifunctional
Specific Bifunctional


surface
Linker (Rn)
polymeric linker





glass
Single Stranded Nucleic
OligodT (30-60 bases)



Acid > 10 bases


glass
Amine-Polysaccharide
Chitosan (30-60 subunits)


glass
Extended Planar
OligodT (30-60 bases)-5′-



Hydrophobic Groups,
Digoxigenin



e.g. Digoxigenin


polycarbonate
Single Stranded Nucleic
Oligo-dT (30-60 bases)



Acid > 10 bases


polycarbonate
Amine-Polysaccharide
Chitosan (30-60 subunits)


polycarbonate
Extended Planar
OligodT (30-60 bases)-5′-



Hydrophobic Groups,
Digoxigenin



e.g. Digoxigenin


graphene
Extended Planar
OligodT (30-60 bases)-5′



Hydrophobic Groups,
pyrene



e.g. pyrene


graphene
Extended Planar
OligodT (30-60 bases)-5′-



Hydrophobic Groups,
CY-5 dye



e.g. CY-5 dye


graphene
Extended Planar
OligodT (30-60 bases)-5′-



Hydrophobic Groups,
Digoxigenin



e.g. Digoxigenin


gold
Extended Planar
OligodT (30-60 bases)-5′



Hydrophobic Groups,
pyrene



e.g. pyrene


gold
Extended Planar
OligodT (30-60 bases)-5′-



Hydrophobic Groups,
CY-5 dye



e.g. CY-5 dye


gold
Extended Planar
OligodT (30-60 bases)-5′



Hydrophobic Groups,
Digoxigenin



e.g. Digoxigenin









When used in the present invention, components 1-3 are included as a solution to be applied to the solid support surface by ordinary methods of fabrication used to generate DNA Hybridization tests such as contact printing, piezo electric printing, ink jet printing, or pipetting.


Microarray fabrication begins with application of a mixture of the components (1)-(3) to the surface. The first step is adsorption of the bifunctional linker to the support surface (FIG. 2B). The concentration of the bi-functional linker is set so the average distance between bi-functional linker molecules defines a spacing denoted as lattice width (“LW” in FIG. 2B).


In the second step, the water in the solvent is evaporated to concentrate the DNA and bifunctional linker via evaporation of water from the solvent (FIG. 2C). Generally, use of pure water as the solvent during matrix fabrication is disadvantageous because water is very quickly removed by evaporation due to a high surface area/volume ratio. To overcome this, in the present invention, a mixture of water with a high boiling point water-miscible solvent such as glycerin, DMSO or propanediol was used as solvent. In this case, upon evaporation, the water component will evaporate but not the high boiling point solvent. As a result, molecular reactants—DNA and bifunctional linker are progressively concentrated as the water is lost to evaporation. In the present invention, the ratio or water to high boiling point solvent is kept between 10:1 and 100:1. Thus, in the two extreme cases, upon equilibrium, volume of the fluid phase will reduce due to water evaporation to between 1/100th and 1/10th the original volume, thus giving rise to a 100-fold to 10-fold increase in reactant concentration.


In the third step, the terminal Thymidine bases in the nucleic acid probes are UV crosslinked to the bifunctional linker within the evaporated surface (FIG. 2D). This process is mediated by the well-known photochemical reactivity of the Thymidine base that leads to the formation of covalent linkages to other thymidine bases in DNA or photochemical reaction with proteins and carbohydrates. If the bifunctional crosslinker is OligodT, then the crosslinking reaction will be bi-directional, that is, the photochemistry can be initiated in either the nucleic acid probe or the bifunctional OligodT linker. On the other hand, if the bifunctional linker is an amino polysaccharide such as chitosan or a polyamino acid, with a lysine or histidine in it, then the photochemistry will initiate in the nucleic acid probe, with the bifunctional linker being the target of the photochemistry.


Although such non-covalent adsorption described in the first step is generally weak and reversible, when occurring in isolation, in the present invention it is taught that if many such weak adsorptive events between the bifunctional polymeric linker and the underlying surface occur in close proximity, and if the closely packed polymeric linkers are subsequently linked to each other via Thymidine-mediated photochemical crosslinking, the newly created extended, multi-molecular (crosslinked) complex will be additionally stabilized on the surface, thus creating a stable complex with the surface in the absence of direct covalent bonding to that surface.


The present invention works very efficiently for the linkage of synthetic oligonucleotides as nucleic acid probes to form a microarray-based hybridization device for the analysis of microbial DNA targets. However, it is clear that the same invention may be used to link PCR amplicons, synthetic oligonucleotides, isothermal amplification products, plasmid DNA or genomic DNA fragment as nucleic acid probes. It is also clear that the same technology could be used to manufacture hybridization devices that are not microarrays.


DNA nucleic acid probes were formulated as described in Table 3, to be deployed as described above and illustrated in FIG. 1 or 2. A set of 48 such probes (Table 4) were designed to be specific for various sequence determinants of microbial DNA and each was fabricated so as to present a string of 5-7 T bases at each end, to facilitate their UV-crosslinking to form a covalently linked microarray element, as described above and illustrated in FIG. 1. Each of the 48 different probes was printed in triplicate to form a 144 element (12×12) microarray having sequences shown in Table 3.









TABLE 3







Representative Conditions of use of the Present Invention










Unique sequence




Oligonucleotide
5′ labelled OligodT


Nucleic acid
30-38 bases Long
Fluorescent marker 30


probe Type
7 T's at each end
bases Long(marker)





Nucleic acid
50 mM
0.15 mM


probe Concentration


Bifunctional Linker
OligodT 30 bases long



Primary amine at 3′



terminus


Bifunctional Linker
1 mM


Concentration


High Boiling
Water:Propanediol,


point Solvent
100:1


Surface
Epoxysilane on



borosilicate glass


UV Crosslinking
300 millijoule


Dose (mjoule)
















TABLE 4





Nucleic acid probes Linked to the Microarray


Surface via the Present Invention

















SEQ ID NO: 132
Negative control
TTTTTTCTACTACCTATGCTGATTCACTCTTTT




T





SEQ ID NO: 129
Imager Calibration
TTTTCTATGTATCGATGTTGAGAAATTTTTTT



(High)






SEQ ID NO: 130
Imager Calibration
TTTTCTAGATACTTGTGTAAGTGAATTTTTTT



(Low)






SEQ ID NO: 131
Imager Calibration
TTTTCTAAGTCATGTTGTTGAAGAATTTTTTT



(Medium)






SEQ ID NO: 126

Cannabis ITS1 DNA

TTTTTTAATCTGCGCCAAGGAACAATATTTTT



Control 1
TT





SEQ ID NO: 127

Cannabis ITS1 DNA

TTTTTGCAATCTGCGCCAAGGAACAATATTTT



Control 2
TT





SEQ ID NO: 128

Cannabis ITS1 DNA

TTTATTTCTTGCGCCAAGGAACAATATTTTAT



Control 3
TT





SEQ ID NO: 86
Total Yeast and
TTTTTTTTGAATCATCGARTCTTTGAACGCAT



Mold (High
TTTTTT



sensitivity)






SEQ ID NO: 87
Total Yeast and
TTTTTTTTGAATCATCGARTCTCCTTTTTTT



Mold (Low




sensitivity)






SEQ ID NO: 88
Total Yeast and
TTTTTTTTGAATCATCGARTCTTTGAACGTTTT



Mold (Medium
TTT



sensitivity)






SEQ ID NO: 132
Negative control
TTTTTTCTACTACCTATGCTGATTCACTCTTTT




T





SEQ ID NO: 92

Aspergillus

TTTCTTTTCGACACCCAACTTTATTTCCTTATT




fumigatus 1

T





SEQ ID NO: 90

Aspergillus flavus 1

TTTTTTCGCAAATCAATCTTTTTCCAGTCTTTT




T





SEQ ID NO: 95

Aspergillus niger 1

TTTTTTCGACGTTTTCCAACCATTTCTTTT





SEQ ID NO: 100

Botrytis spp.

TTTTTTTCATCTCTCGTTACAGGTTCTCGGTT




CTTTTTTT





SEQ ID NO: 108

Fusarium spp.

TTTTTTTTAACACCTCGCRACTGGAGATTTTT




TT





SEQ ID NO: 89

Alternaria spp

TTTTTTCAAAGGTCTAGCATCCATTAAGTTTTT




T





SEQ ID NO: 123

Rhodoturula spp.

TTTTTTCTCGTTCGTAATGCATTAGCACTTTTT




T





SEQ ID NO: 117

Penicillium paxilli

TTTTTTCCCCTCAATCTTTAACCAGGCCTTTTT




T





SEQ ID NO: 116

Penicillium oxalicum

TTTTTTACACCATCAATCTTAACCAGGCCTTT




TT





SEQ ID NO: 118

Penicillium spp.

TTTTTTCAACCCAAATTTTTATCCAGGCCTTTT




T





SEQ ID NO: 102

Candida spp.

TTTTTTTGTTTGGTGTTGAGCRATACGTATTTT



Group 1
T





SEQ ID NO: 103

Candida spp.

TTTTACTGTTTGGTAATGAGTGATACTCTCAT



Group 2
TTT





SEQ ID NO: 124

Stachybotrys spp

TTTCTTCTGCATCGGAGCTCAGCGCGTTTTAT




TT





SEQ ID NO: 125

Trichoderma spp.

TTTTTCCTCCTGCGCAGTAGTTTGCACATCTT




TT





SEQ ID NO: 105

Cladosporium spp.

TTTTTTTTGTGGAAACTATTCGCTAAAGTTTTT




T





SEQ ID NO: 121

Podosphaera spp.

TTTTTTTTAGTCAYGTATCTCGCGACAGTTTTT




T





SEQ ID NO: 132
Negative control
TTTTTTCTACTACCTATGCTGATTCACTCTTTT




T





SEQ ID NO: 37
Total Aerobic
TTTTTTTTTCCTACGGGAGGCAGTTTTTTT



bacteria (High)






SEQ ID NO: 38
Total Aerobic
TTTTTTTTCCCTACGGGAGGCATTTTTTTT



bacteria (Medium)






SEQ ID NO: 39
Total Aerobic
TTTATTTTCCCTACGGGAGGCTTTTATTTT



bacteria (Low)






SEQ ID NO: 47
Bile-tolerant Gram-
TTTTTCTATGCAGTCATGCTGTGTGTRTGTCT



negative (High)
TTTT





SEQ ID NO: 48
Bile-tolerant Gram-
TTTTTCTATGCAGCCATGCTGTGTGTRTTTTT



negative (Medium)
TT





SEQ ID NO: 49
Bile-tolerant Gram-
TTTTTCTATGCAGTCATGCTGCGTGTRTTTTT



negative (Low)
TT





SEQ ID NO: 53
Coliform/
TTTTTTCTATTGACGTTACCCGCTTTTTTT



Enterobacteriaceae






SEQ ID NO: 81
stx1 gene
TTTTTTCTTTCCAGGTACAACAGCTTTTTT





SEQ ID NO: 82
stx2 gene
TTTTTTGCACTGTCTGAAACTGCCTTTTTT





SEQ ID NO: 59
etuf gene
TTTTTTCCATCAAAGTTGGTGAAGAATCTTTT




TT





SEQ ID NO: 132
Negative control
TTTTTTCTACTACCTATGCTGATTCACTCTTTT




T





SEQ ID NO: 65

Listeria spp.

TTTTCTAAGTACTGTTGTTAGAGAATTTTT





SEQ ID NO: 56

Aeromonas spp.

TTATTTTCTGTGACGTTACTCGCTTTTATT





SEQ ID NO: 78

Staphylococcus

TTTATTTTCATATGTGTAAGTAACTGTTTTATT




aureus 1

T





SEQ ID NO: 49

Campylobacter spp.

TTTTTTATGACACTTTTCGGAGCTCTTTTT





SEQ ID NO: 72

Pseudomonas

TTTATTTTAAGCACTTTAAGTTGGGATTTTATT



spp. 3
T





SEQ ID NO: 53

Clostridium spp.

TTTTCTGGAMGATAATGACGGTACAGTTTT





SEQ ID NO: 42

Escherichia coli/

TTTTCTAATACCTTTGCTCATTGACTCTTT




Shigella 1







SEQ ID NO: 74

Salmonella enterica/

TTTTTTTGTTGTGGTTAATAACCGATTTTT




Enterobacter 1







SEQ ID NO: 61
invA gene
TTTTTTTATTGATGCCGATTTGAAGGCCTTTTT




T









The set of 48 different probes of Table 4 were formulated as described in Table 3, then printed onto epoxysilane coated borosilicate glass, using an Gentics Q-Array mini contact printer with Arrayit SMP pins, which deposit about 1 nL of formulation per spot. As described in FIG. 1, the arrays thus printed were then allowed to react with the epoxisilane surface at room temperature, and then evaporate to remove free water, also at room temperature. Upon completion of the evaporation step (typically overnight) the air-dried microarrays were then UV treated in a Statolinker UV irradiation system: 300 mjoules of irradiation at 254 nm to initiate thymidine-mediated crosslinking. The microarrays are then ready for use, with no additional need for washing or capping.


Example 2

Using the 3-dimensional lattice microarray system for DNA analysis


Sample Processing

Harvesting Pathogens from plant surface comprises the following steps:


1) Wash the plant sample or tape pull in 1× phosphate buffered saline (PBS);


2) Remove plant material/tape;


3) Centrifuge to pellet cells & discard supernatant;


4) Resuspend in PathogenDx (PathogenDX, Inc.) Sample Prep Buffer pre-mixed with Sample Digestion Buffer;


5) Heat at 55° C. for 45 minutes;


6) Vortex to dissipate the pellet;


7) Heat at 95° C. for 15 minutes; and


8) Vortex and centrifuge briefly before use in PCR.


Amplification by PCR

The sample used for amplification and hybridization analysis was a Cannabis flower wash from a licensed Cannabis lab. The washed flower material was then pelleted by centrifugation. The pellet was then digested with proteinaseK, then spiked with a known amount of Salmonella DNA before PCR amplification.


The Salmonella DNA spiked sample was then amplified with PCR primers (P1-Table 5) specific for the 16S region of Enterobacteriaceae in a tandem PCR reaction to first isolate the targeted region (PCR Reaction #1) and also PCR primers (P1-Table 5) which amplify a segment of Cannabis DNA (ITS) used as a positive control.


The product of PCR Reaction #1 (1 μL) was then subjected to a second PCR reaction (PCR Reaction #2) which additionally amplified and labelled the two targeted regions (16S, ITS) with green CY3 fluorophore labeled primers (P2-Table 5). The product of the PCR Reaction #2 (50 μL) was then diluted 1-1 with hybridization buffer (4×SSC+5×Denhardt's solution) and then applied directly to the microarray for hybridization.









TABLE 5





PCR Primers and PCR conditions used in amplification







PCR primers (P1) for PCR Reaction #1



Cannabis ITS1 1 ° FP*- TTTGCAACAGCAGAACGACCCGTGA




Cannabis ITS1 1 ° RP*- TTTCGATAAACACGCATCTCGATTG






Enterobacteriaceae 16S 1 ° FP- TTACCTTCGGGCCTCTTGCCATCRGATGTG


Enterobacteriaceae 16S 1   RP- TTGGAATTCTACCCCCCTCTACRAGACTCAAGC





PCR primers (P2) for PCR Reaction #2



Cannabis ITS1 2 ° FP- TTTCGTGAACACGTTTTAAACAGCTTG




Cannabis ITS1 2 ° RP- (Cy3)TTTTCCACCGCACGAGCCACGCGAT






Enterobacteriaceae 16S 2 ° FP- TTATATTGCACAATGGGCGCAAGCCTGATG


Enterobacteriaceae 16S 2 °°RP-(Cy3)TTTTGTATTACCGCGGCTGCTGGCA












PCR Reagent
Primary PCR Concentration
Secondary PCR Concentration





PCR Buffer
1X
1X





MgCl2
2.5 mM
2.5 mM





BSA
0.16 mg/mL
0.16 mg/mL





dNTP's
200 mM
200 mM





Primer mix
200 nM each
50 nM - FP/200 nM RP





Taq Polymerase
1.5 Units
1.5 Units










Program for PCR Reaction #1











95 ° C., 4 min
98 ° C., 30s
61 ° C., 30s
72 ° C., 60s
72 ° C., 7 min










25X











Program for PCR Reaction #2











95 ° C., 4 min
98 ° C., 20s
61 ° C., 20s
72 ° C., 30s
72 ° C., 7 min










25X






*FP, Forward Primer;


*RP, Reverse Primer






Hybridization

Because the prior art method of microarray manufacture allows DNA to be analyzed via hybridization without the need for pre-treatment of the microarray surface, the use of the microarray is simple, and involves 6 manual or automated pipetting steps.


1) Pipette the amplified DNA+binding buffer onto the microarray


2) Incubate for 30 minutes to allow DNA binding to the microarray (typically at room temperature, RT)


3) Remove the DNA+binding buffer by pipetting


4) Pipette 50 uL of wash buffer onto the microarray (0.4×SSC+0.5×Denhardt's) and incubate 5 min at RT.


5) Remove the wash buffer by pipetting


6) Repeat steps 4 and 5


7) Perform image analysis at 532 nm and 635 nm to detect the probe spot location (532 nm) and PCR product hybridization (635 nm).


Image Analysis

Image Analysis was performed at two wavelengths (532 nm and 635 nm) on a raster-based confocal scanner: GenePix 4000B Microarray Scanner, with the following imaging conditions: 33% Laser power, 400PMT setting at 532 nm/33% Laser Power, 700PMT setting at 635 nm. FIG. 3 shows an example of the structure and hybridization performance of the microarray.



FIG. 3A reveals imaging of the representative microarray, described above, after hybridization and washing, as visualized at 635 nm. The 635 nm image is derived from signals from the (red) CY5 fluor attached to the 5′ terminus of the bifunctional polymer linker OligodT which had been introduced during microarray fabrication as a positional marker in each microarray spot (see FIG. 1 and Table 3). The data in FIG. 3A confirm that the Cy5-labelled OligodT has been permanently linked to the microarray surface, via the combined activity of the bi-functional linker and subsequent UV-crosslinking, as described in FIG. 1.



FIG. 3B reveals imaging of the representative microarray described above after hybridization and washing as visualized at 532 nm. The 532 nm image is derived from signals from the (green) CY3 fluor attached to the 5′ terminus of PCR amplified DNA obtained during PCR Reaction #2. It is clear from FIG. 3B that only a small subset of the 48 discrete probes bind to the Cy3-labelled PCR product, thus confirming that the present method of linking nucleic acid probes to form a microarray (FIG. 1) yields a microarray product capable of sequence specific binding to a (cognate) solution state target. The data in FIG. 3B reveal the underlying 3-fold repeat of the data (i.e., the array is the same set of 48 probes printed three times as 3 distinct sub-arrays to form the final 48×3=144 element microarray. The observation that the same set of 48 probes can be printed 3-times, as three repeated sub-domains show that the present invention generates microarray product that is reproducible.



FIG. 3C reveals imaging of the representative microarray, described above, after hybridization and washing, as visualized with both the 532 nm and 635 nm images superimposed. The superimposed images display the utility of parallel attachment of a Cy5-labelled OligodT positional marker relative to the sequence specific binding of the CY3-labelled PCR product.


Example 3
Position of Pathogen Specific PCR Primers


FIG. 4A shows an exemplar of the first PCR step. As is standard, such PCR reactions are initiated by the administration of PCR Primers. Primers define the start and stopping point of the PCR based DNA amplification reaction. In this embodiment, a pair of


PCR reactions is utilized to support the needed DNA amplification. In general, such PCR amplification is performed in series: a first pair of PCRs, with the suffix “P1” in FIG. 4A are used to amplify about 1 μL of any unpurified DNA sample, such as a raw Cannabis leaf wash for example. About 1 μL of the product of that first PCR reaction is used as the substrate for a second PCR reaction that is used to affix a fluorescent dye label to the DNA, so that the label may be used to detect the PCR product when it binds by hybridization to the microarray. The primer sequences for the first and second PCRs are shown in Table 6. The role of this two-step reaction is to avert the need to purify the pathogen DNA to be analyzed. The first PCR reaction, with primers “P1” is optimized to accommodate the raw starting material, while the second PCR primer pairs “P2” are optimized to obtain maximal DNA yield, plus dye labeling from the product of the first reaction. Taken in the aggregate, the sum of the two reactions obviates the need to either purify or characterize the pathogen DNA of interest.



FIG. 4A reveals at low resolution the 16S rDNA region which is amplified in an embodiment, to isolate and amplify a region which may be subsequently interrogated by hybridization. The DNA sequence of this 16S rDNA region is known to vary greatly among different bacterial species. Consequently, having amplified this region by two step PCR, that sequence variation may be interrogated by the subsequent microarray hybridization step.



FIG. 4B displays the stx1 gene locus which is present in the most important pathogenic strains of E coli and which encodes Shigatoxin 1. Employing the same two-step PCR approach, a set of two PCR primer pairs were designed which, in tandem, can be used to amplify and label unprocessed bacterial samples to present the stx1 locus for analysis by microarray-based DNA hybridization.









TABLE 6







First and Second PCR Primers









SEQ ID NO.
Primer target
Primer sequence










First PCR Primers (P1) for the first amplification step









SEQ ID NO: 1
16S rDNA HV3 Locus
TTTCACAYTGGRACTGAGACACG



(Bacteria)






SEQ ID NO: 2
16S rDNA HV3 Locus
TTTGACTACCAGGGTATCTAATCCTG



(Bacteria)
T





SEQ ID NO: 3
Stx1 Locus
TTTATAATCTACGGCTTATTGTTGAA



(Pathogenic E. coli)
CG





SEQ ID NO: 4
Stx1 Locus
TTTGGTATAGCTACTGTCACCAGACA



(Pathogenic E. coli)
ATG





SEQ ID NO: 5
Stx2 Locus
TTTGATGCATCCAGAGCAGTTCTGC



(Pathogenic E. coli)
G





SEQ ID NO: 6
Stx2 Locus
TTTGTGAGGTCCACGTCTCCCGGCG



(Pathogenic E. coli)
TC





SEQ ID NO: 7
InvA Locus (Salmonella)
TTTATTATCGCCACGTTCGGGCAATT




CG





SEQ ID NO: 8
InvA Locus (Salmonella)
TTTCTTCATCGCACCGTCAAAGGAAC




CG





SEQ ID NO: 9
tuf Locus (All E. coli)
TTTCAGAGTGGGAAGCGAAAATCCT




G





SEQ ID NO: 10
tuf Locus (All E. coli)
TTTACGCCAGTACAGGTAGACTTCTG





SEQ ID NO: 11
16S rDNA
TTACCTTCGGGCCTCTTGCCATCRG



Enterobacteriaceae HV3
ATGTG



Locus






SEQ ID NO: 12
16S rDNA
TTGGAATTCTACCCCCCTCTACRAGA



Enterobacteriaceae HV3
CTCAAGC



Locus






SEQ ID NO: 13
ITS2 Locus
TTTACTTTYAACAAYGGATCTCTTGG



(All Yeast, Mold/Fungus)






SEQ ID NO: 14
ITS2 Locus
TTTCTTTTCCTCCGCTTATTGATATG



(All Yeast, Mold/Fungus)






SEQ ID NO: 15
ITS2 Locus
TTTAAAGGCAGCGGCGGCACCGCGT



(Aspergillus species)
CCG





SEQ ID NO: 16
ITS2 Locus
TTTTCTTTTCCTCCGCTTATTGATATG



(Aspergillus species)






SEQ ID NO: 17
ITS1 Locus
TTTGCAACAGCAGAACGACCCGTGA



(Cannabis/Plant)






SEQ ID NO: 18
ITS1 Locus
TTTCGATAAACACGCATCTCGATTG



(Cannabis/Plant)











Second PCR Primers (P2) for the second labeling amplification step









SEQ ID NO: 19
16S rDNA HV3 Locus
TTTACTGAGACACGGYCCARACTC



(All Bacteria)






SEQ ID NO: 20
16S rDNA HV3 Locus
TTTGTATTACCGCGGCTGCTGGCA



(All Bacteria)






SEQ ID NO: 21
Stx1 Locus
TTTATGTGACAGGATTTGTTAACAGG



(Pathogenic E. coli)
AC





SEQ ID NO: 22
Stx1 Locus
TTTCTGTCACCAGACAATGTAACCGC



(Pathogenic E. coli)
TG





SEQ ID NO: 23
Stx2 Locus
TTTTGTCACTGTCACAGCAGAAG



(Pathogenic E. coli)






SEQ ID NO: 24
Stx2 Locus
TTTGCGTCATCGTATACACAGGAGC



(Pathogenic E. coli)






SEQ ID NO: 25
InvA Locus
TTTTATCGTTATTACCAAAGGTTCAG



(All Salmonella)






SEQ ID NO: 26
InvA Locus
TTTCCTTTCCAGTACGCTTCGCCGTT



(All Salmonella)
CG





SEQ ID NO: 27
tuf Locus (All E. coli)
TTTGTTGTTACCGGTCGTGTAGAAC





SEQ ID NO: 28
tuf Locus (All E. coli)
TTTCTTCTGAGTCTCTTTGATACCAA




CG





SEQ ID NO: 29
16S rDNA
TTATATTGCACAATGGGCGCAAGCCT



Enterobacteriaceae HV3
GATG



Locus






SEQ ID NO: 30
16S rDNA
TTTTGTATTACCGCGGCTGCTGGCA



Enterobacteriaceae HV3




Locus






SEQ ID NO: 31
ITS2 Locus
TTTGCATCGATGAAGARCGYAGC



(All Yeast, Mold/Fungus)






SEQ ID NO: 32
ITS2 Locus
TTTCCTCCGCTTATTGATATGC



(All Yeast, Mold/Fungus)






SEQ ID NO: 33
ITS2 Locus
TTTCCTCGAGCGTATGGGGCTTTGT



(Aspergillus species)
C





SEQ ID NO: 34
ITS2 Locus
TITTTCCTCCGCTTATIGATATGC



(Aspergillus species)






SEQ ID NO: 133
ITS2 Locus
TTTGCATCGATGAAGAACGCAGC



(All Yeast, Mold/Fungus)






SEQ ID NO: 134
IT52 Locus (All Yeast,
TTTTCCTCCGCTTATTGATATGC



Mold/Fungus)






SEQ ID NO: 135
Fungal RSG Primers
TTTACTTTCAACAAYGGATCTCTTG



(All Fungus)
G





SEQ ID NO: 35
ITS1 Locus
TTTCGTGAACACGTTTTAAACAGCTT



(Cannabis/Plant)
G





SEQ ID NO: 36
ITS1 Locus
TTTCCACCGCACGAGCCACGCGAT



(Cannabis/Plant)










FIG. 5A displays the stx2 gene locus which is also present in the most important pathogenic strains of E coli and which encodes Shigatoxin 2. Employing the same two-step PCR approach, a set of two PCR primer pairs were designed which, in tandem, can be used to amplify and label unprocessed bacterial samples so as to present the stx2 locus for analysis by microarray-based DNA hybridization.



FIG. 5B displays the invA gene locus which is present in all strains of Salmonella and which encodes the InvAsion A gene product. Employing the same two-step PCR approach, a set of two PCR primer pairs were designed which, in tandem, can be used to amplify and label unprocessed bacterial samples so as to present the invA locus for analysis by microarray-based DNA hybridization.



FIG. 6 displays the tuf gene locus which is present in all strains of E coli and which encodes the ribosomal elongation factor Tu. Employing the same two-step PCR approach, a set of two PCR primer pairs were designed which, in tandem, can be used to amplify and label unprocessed bacterial samples so as to present the tuf locus for analysis by microarray-based DNA hybridization.



FIG. 7 displays the ITS2 locus which is present in all eukaryotes, including all strains of yeast and mold and which encodes the intergenic region between ribosomal genes 5.8S and 28S. ITS2 is highly variable in sequence and that sequence variation can be used to resolve strain differences in yeast, and mold. Employing the same two-step PCR approach, a set of two PCR primer pairs were designed which, in tandem, can be used to amplify and label unprocessed yeast and mold samples so as to present the ITS2 locus for analysis by microarray-based DNA hybridization.



FIG. 8 displays the ITS1 gene locus which is present in all eukaryotes, including all plants and animals, which encodes the intergenic region between ribosomal genes 18S and 5.8S. ITS1 is highly variable in sequence among higher plants and that sequence variation can be used to identify plant species. Employing the same two-step PCR approach, a set of two PCR primer pairs were designed which, in tandem, can be used to amplify and label unprocessed Cannabis samples so as to present the ITS1 locus for analysis by microarray-based DNA hybridization. The identification and quantitation of the Cannabis sequence variant of ITS1 is used as an internal normalization standard in the analysis of pathogens recovered from the same Cannabis samples.


Table 7 displays representative oligonucleotide sequences which are used as microarray probes in an embodiment for DNA microarray-based analysis of bacterial 16S locus as described in FIG. 4. The sequence of those probes has been varied to accommodate the cognate sequence variation which occurs as a function of species difference among bacteria. In all cases, the probe sequences are terminated with a string of T's at each end, to enhance the efficiency of probe attachment to the microarray surface, at time of microarray manufacture. Table 8 shows sequences of the Calibration and Negative controls used in the microarray.


Table 9 displays representative oligonucleotide sequences which are used as microarray probes in an embodiment for DNA microarray-based analysis of eukaryotic pathogens (fungi, yeast & mold) based on their ITS2 locus as described in FIG. 7. Sequences shown in Table 8 are used as controls. The sequence of those probes has been varied to accommodate the cognate sequence variation which occurs as a function of species difference among fungi, yeast & mold. In all cases, the probe sequences are terminated with a string of T's at each end, to enhance the efficiency of probe attachment to the microarray surface, at time of microarray manufacture.


Table 10 displays representative oligonucleotide sequences which are used as microarray probes in an embodiment for DNA microarray-based analysis of Cannabis at the ITS1 locus (Cannabis spp.).









TABLE 7





Oligonucleotide probe sequence for the 16S Locus

















SEQ ID NO: 37
Total Aerobic bacteria (High)
TTTTTTTTTCCTACGGGAGGCAG




TTTTTTT





SEQ ID NO: 38
Total Aerobic bacteria
TTTTTTTTCCCTACGGGAGGCATT



(Medium)
TTTTTT





SEQ ID NO: 39
Total Aerobic bacteria (Low)
TTTATTTTCCCTACGGGAGGCTTT




TATTTT





SEQ ID NO: 40
Enterobacteriaceae (Low
TTTATTCTATTGACGTTACCCATT



sensitivity)
TATTTT





SEQ ID NO: 41
Enterobacteriaceae (Medium
TTTTTTCTATTGACGTTACCCGTT



sensitivity)
TTTTTT





SEQ ID NO: 42

Escherichia coli/Shigella 1

TTTTCTAATACCTTTGCTCATTGA




CTCTTT





SEQ ID NO: 43

Escherichia coli/Shigella 2

TTTTTTAAGGGAGTAAAGTTAATA




TTTTTT





SEQ ID NO: 44

Escherichia coli/Shigella 3

TTTTCTCCTTTGCTCATTGACGTT




ATTTTT





SEQ ID NO: 45

Bacillus spp. Group1

TTTTTCAGTTGAATAAGCTGGCA




CTCTTTT





SEQ ID NO: 46

Bacillus spp. Group2

TTTTTTCAAGTACCGTTCGAATAG




TTTTTT





SEQ ID NO: 47
Bile-tolerant Gram-negative
TTTTTCTATGCAGTCATGCTGTGT



(High)
GTRTGTCTTTTT





SEQ ID NO: 48
Bile-tolerant Gram-negative
TTTTTCTATGCAGCCATGCTGTGT



(Medium)
GTRTTTTTTT





SEQ ID NO: 49
Bile-tolerant Gram-negative
TTTTTCTATGCAGTCATGCTGCGT



(Low)
GTRTTTTTTT





SEQ ID NO: 50

Campylobacter spp.

TTTTTTATGACACTTTTCGGAGCT




CTTTTT





SEQ ID NO: 51

Chromobacterium spp.

TTTTATTTTCCCGCTGGTTAATAC




CCTTTATTTT





SEQ ID NO: 52

Citrobacter spp. Group1

TTTTTTCCTTAGCCATTGACGTTA




TTTTTT





SEQ ID NO: 53

Clostridium spp.

TTTTCTGGAMGATAATGACGGTA




CAGTTTT





SEQ ID NO: 54
Coliform/Enterobacteriaceae
TTTTTTCTATTGACGTTACCCGCT




TTTTTT





SEQ ID NO: 55

Aeromonas

TTTTTGCCTAATACGTRTCAACTG




salmonicida/hydrophilia

CTTTTT





SEQ ID NO: 56

Aeromonas spp.

TTATTTTCTGTGACGTTACTCGCT




TTTATT





SEQ ID NO: 57

Alkanindiges spp.

TTTTTAGGCTACTGRTACTAATAT




CTTTTT





SEQ ID NO: 58

Bacillus pumilus

TTTATTTAAGTGCRAGAGTAACTG




CTATTTTATT





SEQ ID NO: 59
etuf gene
TTTTTTCCATCAAAGTTGGTGAAG




AATCTTTTTT





SEQ ID NO: 60

Hafnia spp.

TTTTTTCTAACCGCAGTGATTGAT




CTTTTT





SEQ ID NO: 61
invA gene
TTTTTTTATTGATGCCGATTTGAA




GGCCTTTTTT





SEQ ID NO: 62

Klebsiella oxytoca

TTTTTTCTAACCTTATTCATTGAT




CTTTTT





SEQ ID NO: 63

Klebsiella pneumoniae

TTTTTTCTAACCTTGGCGATTGAT




CTTTTT





SEQ ID NO: 64

Legionella spp.

TTTATTCTGATAGGTTAAGAGCTG




ATCTTTATTT





SEQ ID NO: 65

Listeria spp.

TTTTCTAAGTACTGTTGTTAGAGA




ATTTTT





SEQ ID NO: 66

Panteoa agglomerans

TTTTTTAACCCTGTCGATTGACGC




CTTTTT





SEQ ID NO: 67

Panteoa stewartii

TTTTTTAACCTCATCAATTGACGC




CTTTTT





SEQ ID NO: 68

Pseudomonas aeruginosa

TTTTTGCAGTAAGTTAATACCTTG




TCTTTT





SEQ ID NO: 69

Pseudomonas cannabina

TTTTTTTACGTATCTGTTTTGACT




CTTTTT





SEQ ID NO: 70

Pseudomonas spp. 1

TTTTTTGTTACCRACAGAATAAGC




ATTTTT





SEQ ID NO: 71

Pseudomonas spp. 2

TTTTTTAAGCACTTTAAGTTGGGA




TTTTTT





SEQ ID NO: 72

Pseudomonas spp. 3

TTTATTTTAAGCACTTTAAGTTGG




GATTTTATTT





SEQ ID NO: 73

Salmonella bongori

TTTTTTTAATAACCTTGTTGATTG




TTTTTT





SEQ ID NO: 74

Salmonella

TTTTTTTGTTGTGGTTAATAACCG




enterica/Enterobacter 1

ATTTTT





SEQ ID NO: 75

Salmonella

TTTTTTTAACCGCAGCAATTGACT




enterica/Enterobacter 2

CTTTTT





SEQ ID NO: 76

Salmonella

TTTTTTCTGTTAATAACCGCAGCT




enterica/Enterobacter 3

TTTTTT





SEQ ID NO: 77

Serratia spp.

TTTATTCTGTGAACTTAATACGTT




CATTTTTATT





SEQ ID NO: 78

Staphylococcus aureus 1

TTTATTTTCATATGTGTAAGTAAC




TGTTTTATTT





SEQ ID NO: 79

Staphylococcus aureus 2

TTTTTTCATATGTGTAAGTAACTG




TTTTTT





SEQ ID NO: 80

Streptomyces spp.

TTTTATTTTAAGAAGCGAGAGTGA




CTTTTATTTT





SEQ ID NO: 81
stx1 gene
TTTTTTCTTTCCAGGTACAACAGC




TTTTTT





SEQ ID NO: 82
stx2 gene
TTTTTTGCACTGTCTGAAACTGCC




TTTTTT





SEQ ID NO: 83

Vibrio spp.

TTTTTTGAAGGTGGTTAAGCTAAT




TTTTTT





SEQ ID NO: 84

Xanthamonas spp.

TTTTTTGTTAATACCCGATTGTTC




TTTTTT





SEQ ID NO: 85

Yersinia pestis

TTTTTTTGAGTTTAATACGCTCAA




CTTTTT
















TABLE 8





Calibration and Negative Controls

















SEQ ID NO:
Imager
TTTTCTATGTATCGATGTTGAGAAAT


129
Calibration
TTTTTT



(High)






SEQ ID NO:
Imager
TTTTCTAGATACTTGTGTAAGTGAAT


130
Calibration
TTTTTT



(Low)






SEQ ID NO:
Imager
TTTTCTAAGTCATGTTGTTGAAGAAT


131
Calibration
TTTTTT



(Medium)






SEQ ID NO:
Negative
TTTTTTCTACTACCTATGCTGATTCA


132
control
CTCTTTTT
















TABLE 9





Oligonucleotide probe sequence for the ITS2 Locus

















SEQ ID NO: 86
Total Yeast and
TTTTTTTTGAATCATCGARTCTTTGAACG



Mold (High
CATTTTTTT



sensitivity)






SEQ ID NO: 87
Total Yeast and
TTTTTTTTGAATCATCGARTCTCCTTTTTT



Mold (Low
T



sensitivity)






SEQ ID NO: 88
Total Yeast and
TTTTTTTTGAATCATCGARTCTTTGAACG



Mold (Medium
TTTTTTT



sensitivity)






SEQ ID NO: 89

Alternaria spp.

TTTTTTCAAAGGTCTAGCATCCATTAAGT




TTTTT





SEQ ID NO: 90

Aspergillus flavus 1

TTTTTTCGCAAATCAATCTTTTTCCAGTCT




TTTT





SEQ ID NO: 91

Aspergillus flavus 2

TTTTTTTCTTGCCGAACGCAAATCAATCT




TTTTTTTTTTT





SEQ ID NO: 92

Aspergillus

TTTCTTTTCGACACCCAACTTTATTTCCTT




fumigatus 1

ATTT





SEQ ID NO: 93

Aspergillus

TTTTTTTGCCAGCCGACACCCATTCTTTT




fumigatus 2

T





SEQ ID NO: 94

Aspergillus

TTTTTTGGCGTCTCCAACCTTACCCTTTT




nidulans

T





SEQ ID NO: 95

Aspergillus niger 1

TTTTTTCGACGTTTTCCAACCATTTCTTTT





SEQ ID NO: 96

Aspergillus niger 2

TTTTTTTTCGACGTTTTCCAACCATTTCTT




TTTT





SEQ ID NO: 97

Aspergillus niger 3

TTTTTTTCGCCGACGTTTTCCAATTTTTTT





SEQ ID NO: 98

Aspergillus terreus

TTTTTCGACGCATTTATTTGCAACCCTTT




T





SEQ ID NO: 99

Blumeria

TTTATTTGCCAAAAMTCCTTAATTGCTCT




TTTTT





SEQ ID NO: 100

Botrytis spp

TTTTTTTCATCTCTCGTTACAGGTTCTCG




GTTCTTTTTTT





SEQ ID NO: 101

Candida albicans

TTTTTTTTTGAAAGACGGTAGTGGTAAGT




TTTTT





SEQ ID NO: 102

Candida spp.

TTTTTTTGTTTGGTGTTGAGCRATACGTA



Group 1
TTTTT





SEQ ID NO: 103

Candida spp.

TTTTACTGTTTGGTAATGAGTGATACTCT



Group 2
CATTTT





SEQ ID NO: 104

Chaetomium spp.

TTTCTTTTGGTTCCGGCCGTTAAACCATT




TTTTT





SEQ ID NO: 105

Cladosporium spp

TTTTTTTTGTGGAAACTATTCGCTAAAGT




TTTTT





SEQ ID NO: 106

Erysiphe spp.

TTTCTTTTTACGATTCTCGCGACAGAGTT




TTTTT





SEQ ID NO: 107

Fusarium

TTTTTTTCTCGTTACTGGTAATCGTCGTT




oxysporum

TTTTT





SEQ ID NO: 108

Fusarium spp

TTTTTTTTAACACCTCGCRACTGGAGATT




TTTTT





SEQ ID NO: 109

Golovinomyces

TTTTTTCCGCTTGCCAATCAATCCATCTC




TTTTT





SEQ ID NO: 110

Histoplasma

TTTATTTTTGTCGAGTTCCGGTGCCCTTT




capsulatum

TATTT





SEQ ID NO: 111

Isaria spp.

TTTATTTTTCCGCGGCGACCTCTGCTCTT




TATTT





SEQ ID NO: 112

Monocillium spp.

TTTCTTTTGAGCGACGACGGGCCCAATT




TTCTTT





SEQ ID NO: 113

Mucor spp.

TTTTCTCCAWTGAGYACGCCTGTTTCTTT




T





SEQ ID NO: 114

Myrothecium spp.

TTTATTTTCGGTGGCCATGCCGTTAAATT




TTATT





SEQ ID NO: 115

Oidiodendron spp.

TTTTTTTGCGTAGTACATCTCTCGCTCAT




TTTTT





SEQ ID NO: 116

Penicillium

TTTTTTACACCATCAATCTTAACCAGGCC




oxalicum

TTTTT





SEQ ID NO: 117

Penicillium paxilli

TTTTTTCCCCTCAATCTTTAACCAGGCCT




TTTTT





SEQ ID NO: 118

Penicillium spp

TTTTTTCAACCCAAATTTTTATCCAGGCC




TTTTT





SEQ ID NO: 119

Phoma/Epicoccum

TTTTTTTGCAGTACATCTCGCGCTTTGAT



spp.
TTTTT





SEQ ID NO: 120

Podosphaera spp

TTTTTTGACCTGCCAAAACCCACATACCA




TTTTT





SEQ ID NO: 121

Podosphaera spp.

TTTTTTTTAGTCAYGTATCTCGCGACAGT




TTTTT





SEQ ID NO: 122

Pythium

TTTTATTTAAAGGAGACAACACCAATTTT




oligandrum

TATTT





SEQ ID NO: 123

Rhodoturula spp

TTTTTTCTCGTTCGTAATGCATTAGCACT




TTTTT





SEQ ID NO: 124

Stachybotrys spp

TTTCTTCTGCATCGGAGCTCAGCGCGTT




TTATTT





SEQ ID NO: 125

Trichoderma spp

TTTTTCCTCCTGCGCAGTAGTTTGCACAT




CTTTT





SEQ ID NO: 136
Total Yeast and
TTTTTTTTGCATCATAGAAACTTTGTAC



Mold Quantitative
GCATTT TTTT



Control (internal




reference




standard)






SEQ ID NO: 137

Golovinomyces

TTTATTTAATCAATCCATCATCTCAAGT



spp.
CTTTTT





SEQ ID NO: 138

Mucor spp.

TTTTTTCTCCAWTGAGYACGCCTGTTTC




AGTAT CTTTTTT





SEQ ID NO: 139

Aspergillus terreus

TTTTTTACGCATTTATTTGCAACTTGCCT




TTTTT





SEQ ID NO: 140

Podosphaera spp.

TTTTTCGTCCCCTAAACATAGTGGCTTT




TT









Table 11 displays representative oligonucleotide sequences which are used as microarray probes in an embodiment for DNA microarray-based analysis of bacterial pathogens (stx1, stx2, invA, tuf) and for DNA analysis of the presence host Cannabis at the ITS1 locus (Cannabis spp.). It should be noted that this same approach, with modifications to the ITS1 sequence, could be used to analyze the presence of other plant hosts in such extracts.









TABLE 10





Oligonucleotide probe sequence for


the Cannabis ITS1 Locus

















SEQ ID

Cannabis ITS1

TTTTTTAATCTGCGCCAAGGAACAATA


NO: 126
DNA Control 1
TTTTTTT





SEQ ID

Cannabis ITS1

TTTTTGCAATCTGCGCCAAGGAACAAT


NO: 127
DNA Control 2
ATTTTTT





SEQ ID

Cannabis ITS1

TTTATTTCTTGCGCCAAGGAACAATAT


NO: 128
DNA Control 3
TTTATTT
















TABLE 11





Representative Microarray Probe Design


for the Present Invention:


Bacterial Toxins, ITS1 (Cannabis)

















SEQ ID NO: 81
stx1 gene
TTTTTTCTTTCCAGGTACAACAG




CTTTTTT





SEQ ID NO: 82
stx2 gene
TTTTTTGCACTGTCTGAAACTGC




CTTTTTT





SEQ ID NO: 59
etuf gene
TTTTTTCCATCAAAGTTGGTGAA




GAATCTTTTTT





SEQ ID NO: 61
invA gene
TTTTTTTATTGATGCCGATTTGA




AGGCCTTTTTT





SEQ ID NO:

Cannabis ITS1

TTTTTTAATCTGCGCCAAGGAAC


126
DNA Control 1
AATATTTTTTT










FIG. 9 shows a flow diagram to describe how an embodiment is used to analysis the bacterial pathogen or yeast and mold complement of a Cannabis or related plant sample. Pathogen samples can be harvested from Cannabis plant material by tape pulling of surface bound pathogen or by simple washing of the leaves or buds or stems, followed by a single multiplex “Loci Enhancement” Multiplex PCR reaction, which is then followed by a single multiplex “Labelling PCR”. A different pair of two step PCR reactions is used to analyze bacteria, than the pair of two step PCR reactions used to analyze fungi, yeast & mold. In all cases, the DNA of the target bacteria or fungi, yeast & mold are PCR amplified without extraction or characterization of the DNA prior to two step PCR. Subsequent to the Loci Enhancement and Labelling PCR steps, the resulting PCR product is simply diluted into binding buffer and then applied to the microarray test. The subsequent microarray steps required for analysis (hybridization and washing) are performed at lab ambient temperature. FIG. 10 provide images of a representative implementation of microarrays used in an embodiment. In this implementation, all nucleic acid probes required for bacterial analysis, along with Cannabis DNA controls (Tables 7 and 10) are fabricated into a single 144 element (12×12) microarray, along with additional bacterial and Cannabis probes such as those in Table 10. In this implementation, all nucleic acid probes required for fungi, yeast & mold analysis along with Cannabis DNA controls were fabricated into a single 144 element (12×12) microarray, along with additional fungal probes shown in Table 9. The arrays are manufactured on PTFE coated glass slides as two columns of 6 identical microarrays. Each of the 12 identical microarrays is capable of performing, depending on the nucleic acid probes employed, a complete microarray-based analysis bacterial analysis or a complete microarray-based analysis of fungi, yeast & mold. Nucleic acid probes were linked to the glass support via microfluidic printing, either piezoelectric or contact based or an equivalent. The individual microarrays are fluidically isolated from the other 11 in this case, by the hydrophobic PTFE coating, but other methods of physical isolation can be employed.



FIGS. 11A-11B display representative DNA microarray analysis of an embodiment. In this case, purified bacterial DNA or purified fungal DNA has been used, to test for affinity and specificity subsequent to the two-step PCR reaction and microarray-based hybridization analysis. As can be seen, the nucleic acid probes designed to detect each of the bacterial DNA (top) or fungal DNA (bottom) have bound to the target DNA correctly via hybridization and thus have correctly detected the bacterium or yeast. FIG. 12 displays representative DNA microarray analysis of an embodiment. In this case, 5 different unpurified raw Cannabis leaf wash samples were used to test for affinity and specificity subsequent to the two-step PCR reaction and microarray-based hybridization analysis. Both bacterial and fungal analysis has been performed on all 5 leaf wash samples, by dividing each sample into halves and subsequently processing them each for analysis of bacteria or for analysis of fungi, yeast & mold. The data of FIG. 12 were obtained by combining the outcome of both assays. FIG. 12 shows that the combination of two step PCR and microarray hybridization analysis, as described in FIG. 9, can be used to analyze the pathogen complement of a routine Cannabis leaf wash. It is expected, but not shown that such washing of any plant material could be performed similarly.



FIG. 13 displays representative DNA microarray analysis of an embodiment. In this case, one unpurified (raw) Cannabis leaf wash sample was used and was compared to data obtained from a commercially-obtained homogenous yeast vitroid culture of live Candida to test for affinity and specificity subsequent to the two-step PCR reaction and microarray-based hybridization analysis. Both Cannabis leaf wash and cultured fungal analysis have been performed by processing them each for analysis via probes specific for fungi (see Tables 9 and 11).


The data of FIG. 13 were obtained by combining the outcome of analysis of both the leaf wash and yeast vitroid culture samples. The data of FIG. 13 show that the combination of two step PCR and microarray hybridization analysis, as described in FIG. 9, can be used to interrogate the fungal complement of a routine Cannabis leaf wash as adequately as can be done with a pure (live) fungal sample. It is expected that fungal analysis via such washing of any plant material could be performed similarly.



FIG. 14 shows a graphical representation of the position of PCR primers employed in a variation of an embodiment for low level detection of Bacteria in the Family Enterobacteriaceae including E. coll. These PCR primers are used to selectively amplify and dye label DNA from targeted organisms for analysis via microarray hybridization.



FIGS. 15A-15C illustrate representative DNA microarray analysis demonstrating assay sensitivity over a range of microbial inputs. In this case, certified reference material consisting of enumerated bacterial colonies of E. coli O157:H7, E. coli O111 (FIGS. 15A, 15B) and Salmonella enterica (FIG. 15C) were spiked as a dilution series onto a hops plant surrogate matrix then processed using the assay version described for FIG. 14. Hybridization results from relevant probes from FIG. 7 are shown. The larger numbers on the x-axis represents the total number of bacterial colony forming units (CFU) that were spiked onto each hops plant sample, whereas the smaller numbers on the x-axis represent the number of CFU's of the spiked material that were actually inputted into the assay. Only about 1/50 of the original spiked hops sample volume was actually analyzed. The smaller numbers upon the x-axis of FIGS. 15A-15C are exactly 1/50th that of the total (lower) values. As is seen, FIGS. 15A-15C show that the microarray test of an embodiment can detect less than 1 CFU per microarray assay. The nucleic acid targets within the bacterial genomes displayed in FIGS. 15A-15C comprise 16S rDNA. There are multiple copies of the 16S rDNA gene in each of these bacterial organisms, which enables detection at <1 CFU levels. Since a colony forming unit approximates a single bacterium in many cases, the data of FIGS. 15A-15C demonstrate that the present microarray assay has sensitivity which approaches the ability to detect a single (or a very small number) of bacteria per assay. Similar sensitivity is expected for all bacteria and eukaryotic microbes in that it is known that they all present multiple copies of the ribosomal rDNA genes per cell.


Tables 12A and 12B show a collection of representative microarray hybridization data obtained from powdered dry food samples with no enrichment and 18-hour enrichment for comparison. The data shows that bacterial microbes were successfully detected on the microarrays of the present invention without the need for enrichment.



FIG. 16 and Tables 13-15 describes embodiments for the analysis of fruit, embodiments for the analysis of vegetables and embodiments for the analysis of other plant matter. The above teaching shows, by example, that unprocessed leaf and bud samples in Cannabis and hops may be washed in an aqueous water solution, to yield a water-wash containing microbial pathogens which can then be analyzed via the present combination of RSG and microarrays.


If fresh leaf, flower, stem or root materials from fruit and vegetables are also washed in a water solution in that same way (when fresh, or after drying and grinding or other types or processing, then the present combination of RSG and microarray analysis would be capable of recovering and analyzing the DNA complement of those microbes in those other plant materials.


At least two methods of sample collection are possible for fruit and vegetables. One method is the simple rinsing of the fruit, exactly as described for Cannabis, above. Another method of sample collection from fruits and vegetables is a “tape pull”, wherein a piece of standard forensic tape is applied to the surface of the fruit, then pulled off. Upon pulling, the tape is then soaked in the standard wash buffer described above, to suspend the microbes attached to the tape. Subsequent to the tape-wash step, all other aspects of the processing and analysis (i.e., raw sample genotyping, PCR, then microarray analysis) are exactly as described above.









TABLE 12A







Representative microarray data obtained from powdered dry food samples.









Sample Type













Whey Protein
Whey Protein
Chewable





Shake
Shake
Berry
Vanilla



Vanilla
Chocolate
Tablet
Shake
Pea Protein









Enrichment time (hours)


















0
18
0
18
0
18
0
18
0
18





















Negative Control
289
318
349
235
327
302
358
325
321
299


Probe


Total Aerobic


Bacteria Probes


High sensitivity
26129
38896
16629
11901
3686
230
32747
12147
41424
40380


Medium sensitivity
5428
6364
3308
2794
876
215
7310
2849
15499
8958


Low sensitivity
2044
3419
1471
990
446
181
2704
1062
4789
3887


Bile-tolerant


Gram-negative


Probes


High sensitivity
2639
350
1488
584
307
305
1041
472
15451
8653


Medium sensitivity
1713
328
892
493
322
362
615
380
6867
4997


Low sensitivity
974
600
749
621
595
688
821
929
2459
1662


Total


Enterobacteriaceae


Probes


High sensitivity
1131
306
363
310
346
318
273
331
4260
3149


Medium sensitivity
479
296
320
297
329
339
314
342
1489
990


Low sensitivity
186
225
203
165
205
181
207
200
216
259


16S rDNA


Species Probes



Escherichia

233
205
255
219
207
255
215
214
242
198



coli/Shigella spp.




S. enterica/

203
183
186
281
212
299
197
257
308
303



enterobacter spp.




Bacillus spp.

154
172
189
114
307
156
169
153
233
259



Pseudomonas

549
201
202
251
148
216
303
276
2066
983


spp.


Organism Specific


Gene Probes


tuf gene(E. coli)
204
129
180
272
158
190
191
183
186
192


stx1 gene(E. coli)
241
178
171
240
289
304
195
245
149
191


stx2 gene(E. coli)
145
96
136
125
182
224
130
142
85
127


invA (Salmonella
215
265
210
284
204
256
239
285
237
229


spp.)
















TABLE 12B







Representative microarray data obtained from powdered dry food samples.









Sample Type











Work-out
Work-out













Rice Protein
Shake FP
Shake BR
Vanilla Shake









Enrichment time (hours)
















0
18
0
18
0
18
0
18



















Negative Control
351
351
271
309
299
332
246
362


Probe


Total Aerobic


Bacteria Probes


High sensitivity
471
288
17146
266
19207
261
41160
47198


Medium sensitivity
161
187
3120
229
3309
311
10060
22103


Low sensitivity
186
239
1211
261
1223
264
3673
6750


Bile-tolerant


Gram-negative


Probes


High sensitivity
326
372
375
380
412
363
1418
358


Medium
304
362
341
391
308
356
699
394


sensitivity


Low sensitivity
683
942
856
689
698
864
848
665


Total


Enterobacteriaceae


Probes


High sensitivity
277
329
317
327
298
326
290
349


Medium sensitivity
326
272
296
291
297
263
262
307


Low sensitivity
215
207
204
288
213
269
195
247


16S rDNA


Species Probes



Escherichia

228
229
216
267
221
253
220
207



coli/Shigella spp.




S. enterica/

226
281
238
268
197
254
255
216



enterobacter spp.




Bacillus spp.

157
166
812
208
915
216
415
168



Pseudomonas

199
225
247
251
211
259
277
225


spp.


Organism Specific


Gene Probes


tuf gene(E. coli)
150
149
126
206
163
212
215
166


stx1 gene(E. coli)
270
247
211
299
239
307
175
185


stx2 gene(E. coli)
158
178
127
205
138
175
128
100


invA (Salmonella
257
241
249
264
220
258
239
245


spp.)










The data of Tables 13-15 demonstrates that simple washing of the fruit and tape pull sampling of the fruit generate similar microbial data. The blueberry sample is shown to be positive for Botrytis, as expected, since Botrytis is a well-known fungal contaminant on blueberries. The lemon sample is shown to be positive for Penicillium, as expected, since Penicillium is a well-known fungal contaminant for lemons.









TABLE 13







Representative microarray hybridization data


obtained from blueberry and lemon washes.









Sample










Blueberry
Lemon









Collection Type



Produce Wash



Protocol









Wash 1 piece moldy










Wash 1 blueberry in 2 ml
lemon in 2 ml 20 mM



20 mM Borate, vortex 30
Borate, vortex 30



seconds
seconds















Dilution Factor
NONE
1:20
NONE
1:20


A. fumigatus 1
65
61
62
57


A. fumigatus 2
66
61
58
131


A. fumigatus 3
69
78
55
127


A. fumigatus 4
80
198
63
161


A. fumigatus 5
98
68
59
70


A. flavus 1
111
65
197
58


A. flavus 2
64
66
71
49


A. flavus 3
72
79
54
49


A. flavus 4
95
71
66
125


A. flavus 5
59
55
45
47


A. niger 1
91
75
61
61


A. niger 2
185
68
61
57


A. niger 3
93
66
62
61


A. niger 4
1134
74
75
64



Botrytis spp. 1

26671
27605
60
55



Botrytis spp. 2

26668
35611
59
57



Penicillium spp. 1

63
69
2444
4236



Penicillium spp. 2

71
69
4105
7426



Fusarium spp. 1

175
69
59
78



Fusarium spp. 2

71
73
84
62



Mucor spp. 1

71
57
58
61



Mucor spp. 2

61
290
66
61


Total Y & M 1
20052
21412
8734
7335


Total Y & M 2
17626
8454
5509
5030









The data embodied in FIG. 16 and Tables 13-15 demonstrate the use of an embodiment, for the recovery and analysis of yeast microbes on the surface of fruit (blueberries and lemons in this case), but an embodiment could be extended to other fruits and vegetables for the analysis of both bacterial and fungal contamination.









TABLE 14







Representative microarray hybridization data obtained from blueberry washes and tape pulls.








Sample
Moldy Blueberry


Collection Type
Tape Pull



















ID
1A1
1A1
1A2
1A2
1A3
1A3
1B1
1B1
1B2
1B2
1B3
1B3












Collection Point 1
500 ul 20 mM Borate Buffer, vortex 30 seconds
500 ul 20 mM Borate + Triton Buffer, vortex 30 seconds













Collection Point 2


Add 15 mg zirconia beads, vortex,


Add 15 mg zirconia beads, vortex,





Heat 5 min 95° C., Vortex 15 seconds


Heat 5 min 95° C., Vortex 15 seconds

















Collection Point 3




Heat 5 min 95° C.




Heat 5 min 95° C.







vortex 15 seconds




vortex 15 seconds



















Dilution Factor
NONE
1:20
NONE
1:20
NONE
1:20
NONE
1:20
NONE
1:20
NONE
1:20


A. fumigatus 1
66
388
83
77
97
313
95
68
76
55
75
60


A. fumigatus 2
97
100
82
118
69
56
87
67
185
76
58
52


A. fumigatus 3
77
94
82
1083
87
61
93
84
75
378
73
64


A. fumigatus 4
84
151
94
118
96
80
115
85
85
93
190
88


A. fumigatus 5
63
75
96
71
78
61
98
74
68
98
70
533


A. flavus 1
200
107
113
61
204
58
105
73
62
68
64
65


A. flavus 2
70
104
64
57
133
281
111
78
377
314
57
50


A. flavus 3
83
90
94
150
99
90
96
222
1162
86
80
73


A. flavus 4
76
125
92
146
87
174
241
78
115
69
105
85


A. flavus 5
80
153
77
72
78
439
71
86
280
58
62
57


A. niger 1
409
178
122
72
80
70
76
71
152
117
65
53


A. niger 2
78
292
79
65
715
666
74
70
68
731
70
54


A. niger 3
86
76
87
558
78
60
70
81
96
63
478
58


A. niger 4
164
70
92
108
197
69
130
75
76
148
73
65


Botrytis spp. 1
41904
26549
28181
29354
25304
25685
57424
33783
57486
49803
33176
32153


Botrytis spp. 2
36275
25518
29222
27076
26678
27675
49480
32899
52817
34322
29693
32026


Penicillium spp. 1
80
81
83
64
96
60
79
80
176
60
385
53


Penicillium spp. 2
90
93
81
80
114
59
98
69
470
65
478
56


Fusarium spp. 1
77
71
69
62
112
55
61
274
617
81
59
757


Fusarium spp. 2
91
82
107
74
101
65
91
66
123
63
71
583


Mucor spp. 1
90
314
73
88
105
61
77
79
741
180
172
74


Mucor spp. 2
83
69
73
69
91
67
111
102
455
88
70
133


Total Y & M 1
23637
18532
15213
17668
18068
19762
18784
15550
20625
17525
25813
18269


Total Y & M 2
12410
8249
9281
11526
8543
13007
14180
14394
9905
8972
15112
12678
















TABLE 15







Representative microarray hybridization data obtained from lemon washes and tape pulls.








Sample
Moldy Lemon


Collection Type
Tape Pull












ID
1A1 Lemon
1A2 Lemon
1A3 Lemon
1B1 Lemon
1B2 Lemon











Collection Point 1
500 ul 20 mM Borate + Triton Buffer, vortex 30 seconds











Collection Point 2

Add 15 mg

Add 15 mg zirconia




zirconia beads,

beads, vortex,




vortex, Heat 5

Heat 5 min 95° C.,




min 95° C., Vortex

Vortex 15 seconds




15 seconds












Collection Point 3


Heat 5 min







95° C. vortex





15 seconds








Dilution Factor
NONE












A. fumigatus 1
96
83
75
83
64


A. fumigatus 2
221
73
71
66
101


A. fumigatus 3
87
88
85
92
122


A. fumigatus 4
83
85
91
72
97


A. fumigatus 5
448
100
84
114
78


A. flavus 1
85
79
70
66
63


A. flavus 2
77
82
77
79
63


A. flavus 3
133
66
86
60
67


A. flavus 4
96
85
81
98
88


A. flavus 5
68
62
65
106
59


A. niger 1
73
88
77
73
73


A. niger 2
74
84
81
71
103


A. niger 3
90
86
87
74
78


A. niger 4
82
93
104
86
161



Botrytis spp. 1

82
75
75
77
68



Botrytis spp. 2

91
74
83
67
62



Penicillium spp. 1

3824
5461
5500
4582
5290



Penicillium spp. 2

7586
8380
11177
6528
8167



Fusarium spp. 1

101
62
61
70
279



Fusarium spp. 2

77
122
78
68
233



Mucor spp. 1

74
110
89
76
57



Mucor spp. 2

132
1302
90
84
61


Total Y & M 1
8448
12511
9249
12844
8593


Total Y & M 2
9275
8716
11585
10758
4444









Table 16 shows embodiments for the analysis of environmental water samples/specimens. The above teaching shows by example that unprocessed leaf and bud samples in Cannabis and hops may be washed in an aqueous water solution, to yield a water-wash containing microbial pathogens which can then be analyzed via the present combination of Raw Sample Genotyping (RSG) and microarrays. If a water sample containing microbes were obtained from environmental sources (such as well water, or sea water, or soil runoff or the water from a community water supply) and then analyzed directly, or after ordinary water filtration to concentrate the microbial complement onto the surface of the filter, that the present combination of RSG and microarray analysis would be capable of recovering and analyzing the DNA complement of those microbes.


The data embodied in Table 16 were obtained from 5 well-water samples (named 2H, 9D, 21, 23, 25) along with 2 samples of milliQ laboratory water (obtained via reverse osmosis) referred to as “Negative Control”. All samples were subjected to filtration on a sterile 0.4 um filter. Subsequent to filtration, the filters, with any microbial contamination that they may have captured, were then washed with the standard wash solution, exactly as described above for the washing of Cannabis and fruit. Subsequent to that washing, the suspended microbes in wash solution were then subjected to exactly the same combination of centrifugation (to yield a microbial pellet) then lysis and PCR of the unprocessed pellet-lysate (exactly as described above for Cannabis), followed by PCR and microarray analysis, also as described for Cannabis.









TABLE 16







Representative microarray data from raw water filtrate.





























Negative


Sample ID
2H
2H
9D
9D
21
21
23
23
25
25
Control





















Imager Calibration High
311
335
322
379
341
348
345
325
354
343
333


Imager Calibration Med
280
314
268
286
288
231
253
295
267
295
244


Imager Calibration Low
245
296
302
324
254
268
293
285
271
340
275


Cannabis cont.
310
330
313
255
323
368
313
322
274
332
322


Cannabis cont.
313
237
298
271
298
288
296
280
249
284
297


Cannabis cont.
208
265
276
250
267
327
255
258
253
282
370


Total Yeast & Mold
284
324
290
307
272
361
296
288
271
321
469


Total Yeast & Mold
251
259
294
290
309
308
285
281
275
299
293


Total Yeast & Mold
282
280
294
280
299
284
275
286
299
259
232


Total Aerobic bacteria High
40101
42007
47844
47680
45102
44041
43520
41901
46459
46783
135


Total Aerobic bacteria Medium
14487
12314
24189
26158
19712
16210
17943
15474
25524
18507
157


Total Aerobic bacteria Low
4885
5629
7625
6456
5807
4505
5316
6022
6264
6974
159


Negative Control
293
359
303
339
312
329
306
377
307
335
307


Aspergillus fumigatus
285
291
284
268
289
265
271
281
269
248
228


Aspergillus flavus
184
211
201
344
237
179
212
213
163
204
171


Aspergillus niger
226
213
228
273
190
195
245
206
222
209
172



Botrytis spp.

219
285
258
302
275
219
202
288
221
248
214



Alternaria spp.

81
97
76
89
58
76
75
175
117
174
167


Penicillium paxilli
135
162
215
142
127
161
103
115
238
190
200


Penicillium oxalicum
119
107
161
131
135
241
178
158
140
143
194



Penicillium spp.

50
123
179
177
128
138
146
163
148
115
184


Can. alb/trop/dub
261
236
235
230
250
213
276
244
245
237
194


Can. glab/Sach & Kluv spp.
146
165
196
128
160
215
185
217
215
177
225



Podosphaera spp.

111
119
100
122
192
105
95
43
169
27
143


Bile-tolerant Gram-negative
16026
9203
13309
8426
16287
14116
10557
17558
15343
14285
183


High


Bile-tolerant Gram-negative
12302
11976
9259
10408
13055
10957
11242
8416
9322
11785
196


Medium


Bile-tolerant Gram-negative
5210
7921
3818
3984
7224
6480
4817
6933
5021
5844
240


Low


Total Enterobacteriaceae High
193
248
389
357
215
214
198
220
276
208
210


Total Enterobacteriaceae Med
246
214
297
246
244
224
219
245
252
229
207


Total Enterobacteriaceae Low
165
140
158
119
151
180
150
167
182
174
132


Total Coliform
121
148
158
117
129
117
155
157
125
178
152



Escherichia coli specific gene

31821
115
132
155
127
62
86
121
59
90
234


stx1 gene
67
0
2
0
0
23
21
28
0
0
116


stx2 gene
17
36
174
0
61
47
0
51
33
0
85



Salmonella specific gene

181
172
245
172
178
212
157
243
174
156
146



Bacillus spp.

137
135
174
112
164
143
163
182
168
152
149



Pseudomonas spp.

271
74
332
56
366
133
91
114
60
179
555



Escherichia coli/Shigella spp.

103
124
221
124
90
144
130
121
137
143
158



Salmonella

124
98
131
119
136
88
121
77
128
140
124



enterica/enterobacter spp.



Erysiphe Group 2
278
221
237
230
245
254
250
220
205
236
233



Trichoderma spp.

105
157
204
152
180
154
130
161
201
180
150



Escherichia coli

429
431
551
576
549
406
407
484
556
551
293


Aspergillus niger
218
212
216
297
255
312
221
202
238
231
209



Escherichia coli/Shigella spp.

163
193
220
202
308
280
121
271
341
317
124


Aspergillus fumigatus
713
865
862
830
784
657
827
803
746
812
793


Aspergillus flavus
155
261
198
156
239
171
250
218
210
258
219



Salmonella enterica

136
98
85
43
109
47
23
123
70
100
135



Salmonella enterica

68
53
52
41
60
92
26
28
55
81
116









The data seen in Table 16 demonstrate that microbes collected on filtrates of environmental water samples can be analyzed via the same combination of raw sample genotyping, then PCR and microarray analysis used for Cannabis and fruit washes. The italicized elements of Table 16 demonstrate that the 5 unprocessed well-water samples all contain aerobic bacteria and bile tolerant gram-negative bacteria. The presence of both classes of bacteria is expected for unprocessed (raw) well water. Thus, the data of Table 16 demonstrate that this embodiment of the present invention can be used for the analysis of environmentally derived water samples.


The above teaching shows that unprocessed leaf and bud samples in Cannabis and hops may be washed in an aqueous water solution to yield a water-wash containing microbial pathogens which can then be analyzed via the present combination of RSG and microarrays. The above data also show that environmentally-derived well water samples may be analyzed by an embodiment. Further, if a water sample containing microbes were obtained from industrial processing sources (such as the water effluent from the processing of fruit, vegetables, grain, meat) and then analyzed directly, or after ordinary water filtration to concentrate the microbial complement onto the surface of the filter, that the present combination of RSG and microarray analysis would be capable of recovering and analyzing the DNA complement of those microbes.


Further, if an air sample containing microbes as an aerosol or adsorbed to airborne dust were obtained by air filtration onto an ordinary air-filter (such as used in the filtration of air in an agricultural or food processing plant, or on factory floor, or in a public building or a private home) that such air-filters could then be washed with a water solution, as has been demonstrated for plant matter, to yield a microbe-containing filter eluate, such that the present combination of Raw Sample Genotyping (RSG) and microarray analysis would be capable of recovering and analyzing the DNA complement of those microbes.


While the foregoing written description of an embodiments enables one of ordinary skill to make and use what is considered presently to be the best mode thereof, those of ordinary skill will understand and appreciate the existence of variations, combinations, and equivalents of the specific embodiment, method, and examples herein. The present disclosure should therefore not be limited by the above described embodiments, methods, and examples, but by all embodiments and methods within the scope and spirit of the present disclosure.


Example 4

PathogenDx QuantX assay for the detection of fungal contaminants in plants.


Definitions

Probability of Detection (POD): The proportion of positive analytical outcomes for a qualitative method for a given matrix at a given analyte level or concentration. POD is concentration dependent. Several POD measures can be calculated; PODR (reference method POD), PODC (confirmed candidate method POD), PODCP (candidate method presumptive result POD) and PODCC (candidate method confirmation result POD).


Difference of Probabilities of Detection (dPOD): Difference of probabilities of detection is the difference between any two POD values. If the confidence interval of a dPOD does not contain zero, then the difference is statistically significant at the 5% level.


Microarray: A laboratory tool used to detect the expression of thousands of genes at the same time. DNA microarrays are 96-well plates that are printed as a matrix of oligonucleotide probe “Spots” in defined positions, with each spot containing a known DNA sequence.


Materials and Methods
Test Kit—PathogenDx QuantX Assay (Catalog Number.—QF-003 PathogenDx, LLC).
Test Kit Components

a) QuantX Sample Preparation Kit

    • 1) Lysis Buffer, 1 bottle (4 mL)
    • 2) Neutralization Buffer, 1 vial (700 μL)
    • 3) Sample Prep Buffer, 1 bottle (3.2 mL)
    • 4) Sample Digestion Buffer, 1 vial (200 μL)
    • 5) Promega RELIAPREP DNA Clean-up and Concentration System—100 reaction kit


b) PCR Master Mix

    • 1) PCR Master Mix, 1 bottle (9 mL)
    • 2) Primer Set 2: Quant Fungal, 1 vial (250 μL)
    • 3) Standard, 1 vial (12 μL)
    • 4) Taq polymerase, 1 vial (75 μL)


c) Hybridization and Analysis

    • 1) Buffer 1, 1 bottle (7.5 mL)
    • 2) Buffer 2, 1 bottle (3.5 mL)
    • 3) QuantX Bacterial 96 well plate, 96 per 96-well plate
    • 4) AUGURY software


      Key Equipment (Not part of the kit)


a) SENSOSPOT Fluorescence Microarray Analyzer (Sensospot Milteny Imaging GmbH, Germany)


b) MiniAmp Thermocycler, PN A37834 (ThermoFisher Scientific)


c) PCR Plate Spinner Centrifuge, PN C2000 (Light Labs)


Sample Preparation

a) Cannabis flower (10 g). Mix 10 g of sample with 90 mL of PBS in a Whirl-Pak filter bag.


b) Perform a wash of the matrix by homogenizing for 10 sec.


c) Serially dilute the sample to the action level required for analysis (e.g. 1:1,000, 1:10,000, 1:100,000).









TABLE 17







Sample Buffer Mix volumes










Sample Prep Buffer
Sample Digestion Buffer


Number of Samples
(μL)
(μL)












1
23.8
1.2


8
238
12


16
428.4
21.6


24
666.4
33.6


32
856.8
43.2


40
1047.2
52.8


48
1285.2
64.8


56
1475.6
74.4


64
1666
84


72
1856.4
93.6


88
2237.2
112.8


96
2427.6
122.4









Analysis

a) Transfer 1 mL of the PBS suspension into a clean 1.5 mL conical tube, then centrifuge tube at 50×g for 3 minutes to pellet the excess matrix material.


b) Transfer the supernatant to a clean 1.5 mL tube, being careful to avoid matrix material. Discard the matrix pellet.


c) Centrifuge samples at 14,000×g for 3 minutes to pellet the cells.


d) Decant the supernatant and retain the cell pellet. Remove as much supernatant as possible without disturbing the pellet. It may be necessary to remove excess with a pipette.


e) Add 35 μL of Lysis Buffer to each tube, vortex to dislodge the pellet and quick spin.


f) Heat Sample tubes at 95+1° C. for 10 minutes.


g) Remove the tubes from the heat, vortex and briefly centrifuge.


h) To each tube add 5 μL of Neutralization Buffer and vortex thoroughly to mix.


i) Sample buffer Mix (make fresh each time) is prepared as shown in Table 17 by adding volumes of Sample Digestion Buffer and Sample Prep Buffer based on the number of samples being prepared.


j) Add 25 μL of Sample Buffer Mix to each tube, vortex to mix.


k) Heat sample tubes at 55+1° C. for 45 minutes.


l) Vortex for 10 seconds and briefly centrifuge samples to bring the fluid to bottom of the tube.


m) Heat sample tubes at 95+1° C. for 15 minutes.


n) Perform the Promega ReliaPrep DNA Clean-Up and Concentration System protocol using the following instructions:

    • 1) Make sure the Column Wash Solution and Buffer B have had Molecular Biology Grade Ethanol (not provided with the kit) added to them following the instructions for the varying kit sizes.
    • 2) Add 32.5 μL of Membrane Binding Solution to each prepped lysate and vortex for 5 seconds.
    • 3) Add 97.5 μL of 100% isopropanol, not provided in the kit, to each prepped lysate, vortex to mix.
    • 4) Load the sample onto the RELIAPREP Minicolumn seated in a collection tube and centrifuge for 30 seconds at 10,000×g.
    • 5) Remove the column and discard the contents in the collection tube. Reseat the column into the collection tube.
    • 6) Add 200 μL of Column Wash Solution (CWE) and centrifuge at 10,000×g for 15 seconds. Remove the column and discard the contents in the collection tube. Reseat the column into the collection tube.
    • 7) Wash with 300 μL of Buffer B (BWB) and centrifuge at 10,000×g for 15 seconds. Repeat wash with 300 uL of Buffer B and centrifuge at 10,000×g again.
    • 8) Remove column and discard the contents in the collection tube. Reseat the column into the same collection tube and centrifuge at 10,000×g for 1 minute to dry the column.
    • 9) Transfer the column to a labelled Elution Tube.
    • 10) Pipet 15 μL of Nuclease-Free water or TE Buffer, not provided, into the center of the RELIAPREP Minicolumn. The color should change from light to dark tan. Centrifuge at 10,000×g for 30 seconds.
    • 11) For maximum recovery, repeat elution with an additional 15 μL of Nuclease Free Water or TE Buffer for a final volume of 30 μL.


c) Samples are now ready for PCR. Vortex and briefly centrifuge the tubes before removing 2 μL for PCR.


PCR amplification


a) Thaw PCR Master Mix and Primer Set.


b) Thaw the Standard tube on the Sample Prep Area bench top.

    • 1) The High Standard is the stock tube.
    • 2) The Low Standard is prepared by removing 5 μL of the vortexed High Standard tube to a new sterile tube.
    • 3) Add 495 μL of Molecular Biology Grade Water, vortex to mix.
    • 4) The Low Standard must be made fresh each time. Discard after use.


      Table 18 shows calculations for the appropriate volumes needed for the reaction. Labeling PCR Master Mix is made fresh each run.









TABLE 18







Labeling PCR Master Mix Volumes














Taq
Total


# of Reactions
PCR Master
Primer Set
Polymerase
Volume


per Primer
Mix (μL)
Fungal (μL)
(μL)
(μL)














1
45.5
2
0.5
48


8
455
20
5
480


16
819
36
9
864


24
1183
52
13
1248


32
1638
72
18
1728


40
2002
88
22
2112


48
2366
104
26
2496


56
2730
120
30
2880


64
3185
140
35
3360


72
3549
156
39
3744


80
3913
172
43
4128


88
4277
188
47
4512


96
4641
204
51
4896









  • (a) Vortex all reagents except the Taq Polymerase for 15 seconds; centrifuge at 1000×g speed for 3-5 seconds.

  • (b) Mix the indicated reagent volumes (calculated from Table 18) in a microfuge tube to prepare PCR Master Mix.

  • (c) Briefly vortex PCR Master Mix and centrifuge at 1000×g for 3-5 seconds.

  • (d) Store all reagents at −20° C. after use.

  • (e) Pipette 48 μL of Labeling PCR Master Mix into the bottom of PCR tubes or wells of a PCR plate.

  • (f) In the Sample Prep area, pipette 2 μL of sample lysate, 2 μL of the High Standard and 2 μL of the Low Standard into the bottom of the corresponding tube or well for a final volume of 50 μL per PCR reaction. Pipette up and down to mix.

  • (g) Cap tubes, or seal plates with PCR film ensuring every well is completely sealed.

  • (h) Centrifuge at 1000×g for 3-5 second.

  • (i) Move to the Hybridization Area/Post PCR Area. Place tubes or plate into the thermal cycler with a pressure pad if necessary, before closing the thermal cycler lid.

  • (j) Enter the PCR Program into your thermal cycler as shown in Table 19. Confirm all parameters.

  • (k) Once the PCR is complete, the plate may be stored at 4° C. for up to 1 weeks.










TABLE 19







Labeling PCR Program










Steps
Temp.
Time
Cycles














1
95° C.
4
Minutes
1


2
95° C.
30
seconds
40


3
55° C.
30
seconds


4
72° C.
1
minute


5
72° C.
7
minutes
1










6
15° C.

1









Hybridization

a) Perform all steps in the Hybridization/Post PCR Area.


b) Before starting, thaw Buffer 2 at room temperature.

    • 1) Place the plate to be used in the Hybridization Chamber.
    • 2) Ensure the wells to be used have been clearly tracked.
    • 3) Carefully remove the foil seal from only the wells that will be hybridized.


      Use a clean razor blade or other precision blade to carefully cut the seal between the wells to be used and the wells that should remain covered for future use. Gently peel the seal from the wells you are going to use.
    • 4) Leave the remainder of the wells covered to avoid any contact with moisture.


c) Prepare the Pre-hybridization Buffer and Hybridization Buffers in sterile tubes for the number of wells that will be hybridized as per Tables 20 and 21. The tables shown below have the volumes required to make one well. Multiply the reagent volumes by the number of wells to be run. Add extra wells to account for pipetting loss. Vortex briefly to mix.


d) Apply 200 μL of Molecular Biology Grade Water to each well while being careful to avoid contact with the array.


e) Aspirate and then again, dispense 200 μL of Molecular Biology Grade Water to each well and allow to sit covered in the Hybridization Chamber for 5 minutes before aspirating water from the plate.


f) Aspirate the water wash and add 200 μL of Pre-hybridization Buffer to each designated well of the PathogenDx plate without touching the pipette tip to the array surface. Close the Hybridization Chamber box lid.


g) Allow Pre-hybridization Buffer to stay on the arrays for 5 minutes; do not remove the plate from the Hybridization Chamber.


h) Briefly centrifuge the tubes or plate containing the Labeling PCR product.


i) Add 18 μL of Hybridization Buffer to each well of the Labeling PCR product for hybridization within the 96-well PCR plate or tubes, pipette up and down to mix. It is important that no cross-contamination occurs during this step. The PCR product and the Hybridization Buffer mix constitute the Hybridization Cocktail.


j) Aspirate the Pre-hybridization Cocktail from the arrays.


k) Immediately add 68 μL of the Hybridization Cocktail to each array being careful not to touch the array surface with the pipette tip. Ensure that the sample ID and location are recorded.


l) Close the Hybridization Chamber lid.


m) Allow to hybridize for 30 minutes at room temperature in the Hybridization Chamber.









TABLE 20







Reagent volumes for preparation of Pre-hybridization Buffer









Volumes corresponding to the number of wells




















Pre-hybridization
1
8
16
24
32
40
48
56
64
72
80
88
96


reagents
well
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells























Molecular biology
137.6
1651
2752
3853
5229
6330
7430
8531
9907
11008
12109
13210
14310


grade water (μL)


Buffer 1 (μL)
40.9
490.8
818
1145
1554
1881
2209
2536
2945
3272
3599
3926
4254


Buffer 2 (μL)
21.5
258
430
602
817
989
1161
1333
1548
1720
1892
2064
2236
















TABLE 21







Reagent volumes for preparation of Hybridization Buffer









Volumes corresponding to the number of wells




















Hybridization
1
8
16
24
32
40
48
56
64
72
80
88
96


reagents
well
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells























Buffer 1 (μL)
11.8
141.6
236
330.4
448.4
542.8
637.2
731.6
849.6
944
1038
1133
1227


Buffer 2 (μL)
6.2
74.4
124
173.6
235.6
285.2
334.8
384.4
446.4
496
545.6
595.2
644.8
















TABLE 22







Reagent volumes for preparation of Wash Buffer









Volumes corresponding to the number of wells




















Wash Buffer
1
8
16
24
32
40
48
56
64
72
80
88
96


reagents
well
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells
wells























Buffer 1 (μL)
4.5
54
90
126
171
207
243
279
324
360
396
432
468


Molecular biology
0.5955
6.714
11.19
15.666
21.261
25.737
30.213
34.689
40.284
44.76
49.236
53.712
58.188


grade water (μL)










Post hybridization PathogenDx slide processing


a) Prepare Wash buffer according to the number of wells to be used (Table 22). Washing must be performed according to the protocol to ensure detectable signal and adequate washing to prevent elevated background signals.


b) Aspirate the Hybridization Cocktail from the slides.


c) Add 200 μL of Wash Buffer to each array, then aspirate.


d) Add 200 μL of Wash Buffer a second time to each array, close the Hybridization Chamber lid and allow buffer to remain on the slides for 10 minutes.


e) Aspirate the Wash Buffer.


f) Perform a final wash by dispensing and aspirating 200 μL of Wash Buffer, aspirate immediately.


g) Following the last aspiration step, remove the slides from the Hybridization Chamber.


h) Dry the plate using the plate centrifuge for 1 minute.

    • 1) Place the plate face down with the open wells against paper towels to absorb liquid during centrifugation.
    • 2) After 1 minute, remove the plate and inspect for any remaining moisture. If moisture is present, repeat the centrifugation step until completely dry.


i) Prior to scanning, clean the back of the glass microarray with lens paper or Kim wipe (never use paper towels which leave an excess of fibers and interferes with scanning).

    • 1) If the back of the slide still shows dust and/or streaks, lightly spray the back of the plate with 70% ethanol and wipe dry.


j) PathogenDx plates should be placed back into a moisture barrier bag with desiccant until scanning may be performed in order to protect the arrays from light. Plates should be scanned within two weeks of hybridization.


Scanning conditions and Data Acquisition


a) Access the Sensovation scanner desktop, select the application “Array Reader”.


b) Open the tray, select “Open Tray”.


c) Place the microarray into the tray oriented with the plate face up and aligned with A1 in the top left corner.


d) Close the tray, select “Close Tray”.


e) Select “Scan”.


f) From the dropdown menu for “Rack Layout” select the Full Slide (96 wells) PDx.


g) From the dropdown menu for assay layout, select “PathogenDx Assay 002”.


h) Click on the three dots icon to the right of “Scan Position”.


i) To scan a full plate, double click the asterisk at the top left of the plate image.


j) To scan a partial plate, click the desired wells or click on the column number.


k) Select the Blue Arrow to begin the scanning process.


l) While the plate is being scanned, select “Result overview” to review the images of the wells.


m) When the plate is finished scanning and the screen displays the digital image of a plate with all green wells, select the Red X to exit the scanning process.


n) Open the tray, select “Open Tray”.


o) Remove the microarray and store inside the moisture barrier bag with the desiccant packets.


p) Close the tray, select “Close Tray”.


q) Exit the Array Reader application, select “Exit”.


r) On the Sensovation Scanner desktop, select the folder “Scan Results”.


s) Locate the folder associated with your plate and rename the folder with the plate barcode number y scanning the barcode located either on the outside of the barrier bag or on the plate itself.

    • 1) If a full plate was scanned, rename the scan file to reflect the plate barcode. For example, rename “ScanJob-191108130334_1” to “7024001001”.
    • 2) If a partial plate was scanned, add the wells scanned to the end of the barcode. For example, if the first two columns were scanned rename“ScanJob-191108130334_1” to “7024001001.well001-well016”.


t) Submit the whole barcode labeled folder to Portal.


u) Refer to the Portal instructions for Analysis.


Interpretation and Test Results Report

a) Data is analyzed automatically by the software.


b) Table 23 was used to determine the final interpretation.


Confirmation

For samples that fail an action limit, confirm by streaking the test aliquot onto Dichloran Rose Bengal Chloramphenicol (DRBC) agar. DRBC plates should be incubated for 5-7 days at 25±1° C. Growth on the plate is confirmation that the sample is positive at that action limit level.









TABLE 23







Interpretation of Results










TOTAL YEAST and MOLD



Action Limit Evaluated
Result (CFU/g)
Interpretation












1:1,000 
<1,000
Pass



>1,000
Fail


1:10,000
<10,000
Pass



>10,000
Fail


 1:100,000
<100,000
Pass



>100,000
Fail









Example 5
AOAC Validation Study
Study Overview

This validation study was conducted under the AOAC Research Institute Performance Tested Method (PTM) ERV program and the AOAC INTERNATIONAL Methods Committee Guidelines for Validation of Microbiological Methods for Food and Environmental Surfaces (6). The QuantX method was compared to plating on DRBC for the detection of total viable yeast and mold in cannabis flower at specific dilution thresholds. Inclusivity and exclusivity was also performed. The matrix study was performed by an independent laboratory, SV Laboratories (Kalamazoo, Mich.). The inclusivity and exclusivity analysis was performed by Q Laboratories (Cincinnati, Ohio).


Inclusivity/Exclusivity

Inclusivity Methodology. Inclusivity and exclusivity strains were evaluated to meet the requirements of the AOAC ERV PTM study protocol. For the ERV study, 50 strains of yeast and mold, and 30 exclusivity strains were evaluated. We are currently in the process of evaluating the remaining exclusive strains. Target strains were cultured in potato dextrose broth or on potato dextrose agar until appropriate growth was observed. After incubation, cultures were diluted in PBS to levels of 100-1000 CFU/mL. Exclusivity strains were cultured onto non-selective agar under optimal conditions for growth and tested undiluted.


A 1.0 mL aliquot from the diluted target or undiluted non-target culture were randomized, blind coded and analyzed by the QuantX method.


Results

Of the additional inclusivity strains tested, all were correctly detected. All exclusivity cultures were non-detected. Tables 24 and 25 presents a summary of the results.









TABLE 24







Results for Inclusivity of the QuantX Method









No.
Organism
QuantX Result












1

Kluyveromyces lactis

Pass


2

Saccharomyces kudriavzevii

Pass


3

Zygosaccharomyces bailii

Pass


4

Kloeckera species

Pass


5

Candida albicans

Pass


6

Candida lusitaniae

Pass


7

Candida tropicalis

Pass


8

Dekkera bruxellensis

Pass


9

Aureobasidium pullulans

Pass


10

Rhodotorula mucilaginosa

Pass


11

Cryptococcus neoformans

Pass


12

Debaromyces hansenii

Pass


13

Purpureocillium lilacinum

Pass


14

Yarrowia lipolytica

Pass


15

Wickerhamomyces anomala

Pass


16

Stemphylium species

Pass


17

Penicillium venetum

Pass


18

Paecilomyces marquandii

Pass


19

Scopulariopsis acremonium

Pass


20

Mucor hiemalis

Pass


21

Mucor circinelloides

Pass


22

Talaromyces pinophilus

Pass


23

Aspergillus fumigatus

Pass


24

Talaromyces flavus

Pass


25

Rhizopus stolonifera

Pass


26

Cladosporium halotolerans

Pass


27

Rhizopus oryzae

Pass


28

Cladosporium herbarum

Pass


29

Aspergillus aculeatus

Pass


30

Penicillium chrysogenum

Pass


31

Chaetomium globosum

Pass


32

Arthrinium aureum

Pass


33

Aspergillus brasilliensis

Pass


34

Aspergillus caesiellus

Pass


35

Curvularia lunata

Pass


36

Cryptococcus laurentii

Pass


37

Aspergillus terreus

Pass


38

Byssochlamys fulva

Pass


39

Penicillium rubens

Pass


40

Geotrichum candidum

Pass


41

Aspergillus flavus

Pass


42

Fusarium solani

Pass


43

Botrytis cinerea

Pass


44

Aspergillus niger

Pass


45

Aspergillus oryzae

Pass


46

Fusarium proliferatum

Pass


47

Fusarium oxysporum

Pass


48

Paecilomyces variotii

Pass


49

Geotrichum silvicola

Pass


50

Alternaria alternata

Pass
















TABLE 25







Results for Exclusivity of the QuantX Method









No.
Organism
QuantX Result












1

Acinetobacter baumanii

Pass


2

Aeromonas hydrophila

Pass


3

Burkholderia cepacia

Pass


4

Citrobacter braakii

Pass


5

Citrobacter farmeri

Pass


6

Edwardsiella tarda

Pass


7

Enterobacter cloacae

Pass


8

Escherichia coli

Pass


9

Hafnia alvei

Pass


10

Listeria monocytogenes

Pass


11

Pantoea agglomerans

Pass


12

Proteus mirabilis

Pass


13

Pseudomonas aeruginosa

Pass


14

Pseudomonas gessardii

Pass


15

Rahnella aquatilis

Pass


16

Stenotrophomonas maltophilia

Pass









Matrix Studies—Methodology


Cannabis test portions were prepared from Steadfast Analytical Laboratory's inventory of retained samples from its Michigan-licensed grower, patient, and caregiver customers. The samples were screened for yeast and mold prior to the study, using a rapid automated enumeration method in order to prepare matrix batches at the target contamination levels of <1000, ˜1000, ˜10000, and ˜100000 CFU/g.


Using sterilized aluminum containers, individual samples that produced results within a specified contamination level were combined to produce four batches (control, low, medium and high). Batches were manually mixed in an aseptic manner until homogeneous.


For each contamination level, five replicates were quantified by spread plating aliquots of the samples onto DRBC agar. Plating results indicated that yeast and mold levels for the control, low, medium, and high batches prepared for analysis were 350, 890, 13000, and 100000 CFU/g, respectively.


Five replicate test portions at the control and high levels, and 20 replicate test portions at the low and medium levels, were tested. A fractional positive data set (25-75% of test portions positive) was required for at least one of the intermediate levels at a minimum of one test threshold. Individual 10 g test portions from each contamination level were prepared in sterile filter Whirl-Pak bags. Test portions were assigned identification tags following Michigan's Marijuana Regulatory Agency (MRA) seed-to-sale system for distribution and tracking, including blind coding the contamination level of the test portions. The individual samples were also assigned random sample numbers for reporting results to the AOAC Research Institute. A technician at the independent laboratory not involved in the coding process performed the analyses.


Each test portion was combined with 90 mL PBS. Test portions were homogenized by hand and further 1:100, 1:1000 and 1:10,000 dilutions prepared using PBS as the diluent. From the final 1:1000 and 1:10000 dilutions, 1 mL aliquots were analyzed by the QuantX method.


For confirmation, 10 μL aliquots of the dilutions evaluated were streaked to DRBC agar. Plates were incubated at 25±1° C. for 5-7 days after which they were examined for yeast or mold growth.


Results

As per criteria outlined in Appendix J of the Official Methods of Analysis Manual and specified in the study protocol, fractional positive results were obtained for one of the dilution levels evaluated. Fractional positive data sets were obtained for the low level at the >1000 CFU/g test threshold. At this threshold, all control-level test portions produced negative results and all high-level test portions produced positive results.


Of the 100 data points encompassing all levels and test thresholds, there were seven instances of disagreement between presumptive and confirmed results: three low-level test portions at the >1000 CFU/g threshold were presumptive positive/confirmed negative, one medium-level test portion at the >1000 CFU/g threshold was presumptive positive/confirmed negative, one medium-level test portions at the >1000 CFU/g threshold were presumptive negative confirmed positive, and two high-level test portion at the >10000 CFU/g threshold was presumptive negative/confirmed positive.


The probability of detection (POD) was calculated for the candidate presumptive results, PODCP and the candidate confirmed results, PODCC, as well as the difference in the presumptive and confirmed results, dPODCP. The POD analysis between the QuantX assay presumptive and confirmed results indicated that there was not a statistically significant difference. A summary of POD analyses are presented in Table 26.


Discussion

In the matrix study, the QuantXFungal assay successfully detected the target analyte from cannabis flower samples. The QuantX method demonstrated a high level of specificity in detecting the 50 inclusive organisms and no detection of the 30 exclusive organisms (Table 8 and 9). The POD statistical analysis in Table 10, indicated that the candidate method performance was identical to the reference method at low levels (320 CFU/g) but at the 890 CFU/g was statistically different than the reference method (95% CI −0.05, 0.35) with the candidate method detecting more positive samples. The two methods performed identical at the 13,000 CFU/g, both detecting 90% of the samples at the >1000 threshold and 0% at the >10,000 threshold. While it should be noted that the samples used in this study were held longer for analysis and may have resulted in the lower detection at the high level, the results of the QuantX and DRBC plating method align closely.


Thus, data from this study supports the product claim that the QuantX assay can detect total yeast and mold from cannabis flower at specific action thresholds used by state regulatory agencies. Data from the inclusivity and exclusivity analysis indicates the method is highly specific and can detect a wide range of target organisms and discriminate them from background organisms and near neighbors. The results obtained by the POD analysis of the method comparison study demonstrated that the candidate methods performance was not statistically different than that of the culture confirmation method.









TABLE 26







QuantX TYM presumptive and confirmed results fortesting of dried cannabis


flower. Comparison between QuantX assay and plating (MH/PU).















Test







Level
Threshold

QuantX TYM Presumptive
Quant TYM Confirmed



















Matrix
Strain
(CFU/g)a
(CFU/g)b
Nc
xd
PODCPe
95% CI
x
PODCCf
95% CI
dPODCPg
95% CIh






















Dried
Naturally
320
>1000
5
0
0
0.00,
0
0
0.00,
0.00
−0.47,


Cannabis
Contaminated





0.43


0.43

0.47


Flower


>10000
5
0
0
0.00,
0
0
0.00,
0.00
−0.47,









0.43


0.43

0.47




890
>1000
20
9
0.45
0.26,
6
0.30
0.14,
0.15
−0.05,









0.66


0.52

0.35





>10000
20
0
0.00
0.00,
0
0.00
0.00,
0.00
−0.13,









0.16


0.16

0.13




13000
>1000
20
18
0.90
0.70,
18
0.90
0.70,
0.00
−0.19,









0.97


0.97

0.19





>10000
20
0
0.00
0.00,
0
0.00
0.00,
−0.05
−0.13,









0.16


0.16

0.13




100000
>1000
5
5
1
0.57,
5
1
0.57,
0.00
−0.47,









1.00


1.00

0.47





>10000
5
0
1
0.00,
2
0.40
0.12,
−0.40
−1.00,









0.43


0.77

0.21






aFrom aerobic viable yeast and mold plate count (DRBC).




bBased on dilution and volume of sample tested. A positive result indicates contamination above the test threshold level.




cN = Number of test portions.




dx = Number of positive test portions.




ePODCP = Candidate method presumptive positive outcomes divided by the total number of trials.




fPODCC = Candidate method confirmed positive outcomes divided by the total number of trials.




gdPODCP = Difference between the candidate method presumptive result and candidate method confirmed result POD values.




h95% CI = If the confidence interval of a dPOD does not contain zero, then the difference is statistically significant at the 5% level.







Example 6

Detection of Fungus in a plant sample


The method described below shows the developed trendline used for mathematical modeling modifications to the Augury Software (Augury Technology, NY).


Materials & Methods
Extraction of Fungal Nucleic Acids

1 mL aliquots of A. nidulans (10{circumflex over ( )}5-10{circumflex over ( )}2) is transferred into a clean 1.5 mL tube and centrifuged (14,000×g for 3 minutes). The resulting supernatant from this step is decanted and the cell pellet retained. Lysis buffer (35 μl) is added to each tube, vortexed and heated at 95° C. for 10 min. The samples are removed from the heat source and centrifuged (2000×g for 5 seconds). To each tube, 5 μl of neutralization buffer is added and vortexed thoroughly to mix. Sample Buffer Mix (Table 17) is prepared and 25 μl added to each tube and vortexed to mix. The sample tubes are heated at 55° C. for 45 min to allow complete sample digestion. The samples are removed from the heat source and vortexed for 10 s. The sample tubes are then heated at 95° C. for 15 min.


Sample cleanup using RELIAPREP Kit


To each prepped lysate was added 32.5 μl of membrane binding solution and vortexed for 5 s. Isopropanol (97.54 of 100%) was added and vortexed for another 5 s. The sample was then loaded onto a RELIAPREP mini column seated in a collection tube, and centrifuged (10,000×g, 30 s). The contents in the collection tube were discarded, the column reseated into the collection tube and bound sample washed with 200 μL of Column Wash Solution (centrifuge at 10,000×g, 15 s). The contents were discarded, and the bound sample washed with 300 μL of Buffer B (centrifuge at 10,000×g, 15 s), repeating the wash one more with 300 μL of Buffer B. The contents were discarded, and the column centrifuged for 1 min to dry the column. The column was then transferred to a labelled Elution Tube, 154 of Nuclease-Free water or TE Buffer added and centrifuged for 30 s. Elution was repeated with an additional 154 of Nuclease Free Water or TE Buffer to maximize recovery.


Labeling PCR amplification


Reagents (PCR Master Mix, Primer Set, and High Standard) were thawed. The Low Standard was prepared by mixing 5 μl of the vortexed High Standard tube with 495 μl of Molecular Biology Grade Water and vortexed to mix. Table 18 was used as reference to calculate the appropriate reagent volumes needed based on the number of samples. All reagents (except Taq polymerase) were vortexed for 15 s and centrifuged (1000×g for 5 s). The indicated reagent volumes were mixed in a microfuge tube to prepare the Labeling PCR Master Mix. The PCR master mix was briefly vortexed and centrifuged (1000×g for 5 s). Amplification conditions were as shown in Table 19. The following primers were used—Forward primer SEQ ID NO:133, final concentration 50 nM) and Reverse primer (SEQ ID NO:134, 5′Cy3 labeled, final concentration 200 nM).


Hybridize PCR Amplified Product to Microarray

The Pre-hybridization Buffer and Hybridization Buffers were prepared in sterile tubes for the number of wells that will be hybridized (Tables 27 and 28) and vortexed to mix. The plate was placed in the Hybridization Chamber and the foil seal carefully removes from the wells to be hybridized. Molecular Biology Grade water (200 μL) was applied to each well, aspirated and another 200 μL of Molecular Biology Grade water added to each well. The plate was incubated in the Hybridization Chamber for 5 min and the water aspirated. Pre-hybridization Buffer (200 μL) was added to each designated well and allowed to sit covered in the Hybridization Chamber for 5 min. Hybridization Buffer (18 μL) was added to each well for hybridization within the 96-well PCR plate and pipetted up and down to mix. The Pre-hybridization Cocktail was aspirated from the array and the Hybridization Cocktail (68 μL) added immediately to each array. The plate was allowed to hybridize for 30 min at room temperature in the Hybridization Chamber. Wash Buffer was prepared (Table 29) and vortexed briefly to mix prior to adding (200 μl) to each array followed by aspirating immediately. Another 200 μL of Wash Buffer was added and incubated for 10 min. A final wash was performed by dispensing 200 μL of Wash Buffer and aspirating immediately. The plate was dried using a plate centrifuge for 5 min.









TABLE 27







Pre-hybridization buffer volumes








Pre-hybridization reagents
Volumes corresponding to one well












Molecular Biology Grade water
137.6
μL


Buffer 1
40.9
μL


Buffer 2
21.5
μL
















TABLE 28







Hybridization buffer volumes










Hybridization reagents
Volumes corresponding to one well







Buffer 1
40.9 μL



Buffer 2
21.5 μL

















TABLE 29







Wash buffer volumes








Wash buffer reagents
Volumes corresponding to one well












Buffer 1
5
μL


Molecular Biology Grade water
555
μL









Results


A. nidulans cells prepared at 105 down to 102 dilutions were run to establish a trendline for Augury software calculations. The high, medium, and low Total Yeast and Mold RFU values correspond to the CFU values in the cell curve data.


Discussion

As the cannabis industry enters an era of acceptance at a national level, the methods developed by PathogenDx as disclosed in this invention are of direct relevance to cannabis testing at the national level. The suite of advanced testing and reporting technologies raises cannabis testing closer to the level of efficacy and standardization required of labs in other mainstream industries.


The one-step PCR for its QuantX fungal assay method described in this invention employs sample preparation step using RELIAPREP (Promega Corporation, WI). RELIAPREP shortens the assay process by consolidating the two-step PCR into a single PCR step, enabling results to be delivered in 4.5 hours instead of 6 hours, and helps concentrate the sample for improved sensitivity. Overall, the new methodology for preparing and analyzing cannabis improves assay reliability by reducing PCR inhibition and minimizing all types of dim signal.


Implementation of the expanded 96-well microarray format introduces to the cannabis industry a best practice commonly used in clinical labs. Instrumentation, reagents, and consumables are naturally fitted to a 96-well plate format for a higher level of efficiency, throughput, leading to economical scaling compared to prior 12-well formats. The methods described in this invention are supported by other improvements including, the industry-first foil-sealed wells that enable lab technicians to uncover only the wells needed to test samples received on that day or shift, thereby realizing significant cost savings from reduced waste of unused wells and test media. Moreover, the expanded microarray is made with higher quality glass that provides improved performance for both specificity and imaging accuracy.


To provide another level of granularity in test results reporting, PathogenDx is migrating from Dropbox to a custom PathogenDx Reporting Portal for cannabis compliance reporting. PathogenDx's intuitive, user-friendly portal drives customer ease and efficiency by reducing the number of steps necessary to obtain lab results and COAs. This also improves data visibility with multi-user access to real-time results tracking and prior history reports.


While the foregoing written description of an embodiments enables one of ordinary skill to make and use what is considered presently to be the best mode thereof, those of ordinary skill will understand and appreciate the existence of variations, combinations, and equivalents of the specific embodiment, method, and examples herein. The present disclosure should therefore not be limited by the above-described embodiments, methods, and examples, but by all embodiments and methods within the scope and spirit of the present disclosure.


The following references are cited herein.

  • 1. Emerald Scientific Cannabis Testing Regulations by State: Increase Your Knowledge. Emerald scientific.com/blog/cannabis-testing-regulations-by-state-increase-your-knowledge/(2018).
  • 2. Verweij, et al. JAMA 284:2875 (2000).
  • 3. Thompson, et al. Clinical Microbiology and Infection. 23(4):269-70 (2017).
  • 4. Kern, R. and Green, J. R. Cannabis Science and Technology, November/December 2:(6) (2019). Cannabissciencetech.com/view/its-not-too-late-post-harvest-solutions-microbial-contamination-issues.
  • 5. Colorado Department of Revenue Enforcement Division-Marijuana. MED 2019 Annual Update (2019). Drive.google.com/file/d/1rCWw9AquV9Pr1STMbv8dySrU6L2wJHfl/view.
  • 6. Official Methods of Analysis 21st Ed., Appendix J: AOAC INTERNATIONAL, Rockville, Md., (2019). Eoma.aoac.org/app_j.pdf.

Claims
  • 1. A method for quantitating a fungus on a plant, comprising: a) obtaining a sample from the plant;b) isolating from the sample, total nucleic acids;c) performing on the total nucleic acids an asymmetric PCR amplification reaction using at least one fluorescent labeled primer pair comprising an unlabeled primer, and a fluorescently labeled primer, selective for a target nucleotide sequence in the fungus to generate at least one fluorescent labeled fungal amplicon;d) hybridizing the fluorescent labeled fungal amplicons to a plurality of nucleic acid probes each having a sequence corresponding to a sequence determinant in the fungus, each of said nucleic acid probes attached at a specific position on a solid microarray support;e) washing the microarray at least once;f) imaging the microarray to detect at least one fluorescent signal from the hybridized fluorescent labeled fungal amplicons; andg) calculating an intensity of the fluorescent signal, said intensity correlating with a quantity of the fungus in the sample, thereby quantitating the fungus on the plant.
  • 2. The method of claim 1, further comprising isolating a total DNA after step b, said step c comprising performing the asymmetric PCR amplification reaction on the total DNA.
  • 3. The method of claim 1, wherein the fluorescently labeled primer is in an excess of about 4-fold to about 8-fold over the unlabeled primer in the fluorescent labeled primer pair.
  • 4. The method of claim 1, wherein the fungus is a yeast or a mold.
  • 5. The method of claim 4, wherein the fungus is an Aspergillus species.
  • 6. The method of claim 1, wherein the unlabeled primer is a forward primer comprising the nucleotide sequences of SEQ ID: 13, SEQ ID: 15, SEQ ID: 31, SEQ ID: 33, SEQ ID: 133, or SEQ ID: 135.
  • 7. The method of claim 1, wherein the fluorescently labeled primer is a reverse primer comprising the nucleotide sequences of SEQ ID: 14, SEQ ID: 16, SEQ ID: 32, SEQ ID: 34, or SEQ ID: 134.
  • 8. The method of claim 1, wherein the nucleic acid probes have at least one probe nucleotide sequence selected from the group consisting of SEQ ID NOS: 86-126 and 136-140.
  • 9. The method of claim 1, wherein the plant is a cannabis or a hemp, or a product derived therefrom.
  • 10. The method of claim 9, wherein the product is an oil.
  • 11. A method for quantitating at least one fungus in an agricultural product, comprising: a) obtaining a sample of the agricultural product;b) isolating total nucleic acids from the sample;c) performing on the total nucleic acids an asymmetric PCR amplification reaction using at least one fluorescent labeled primer pair comprising an unlabeled primer, and a fluorescently labeled primer, selective for a target nucleotide sequence in the fungus to generate at least one fluorescent labeled fungal amplicon;d) hybridizing the fluorescent labeled fungal amplicons to a plurality of nucleic acid probes each having a sequence corresponding to a sequence determinant in the fungus, each of said nucleic acid probes attached at a specific position on a solid microarray support;e) washing the microarray at least once;f) imaging the microarray to detect at least one fluorescent signal from the hybridized fluorescent labeled fungal amplicons; andg) calculating an intensity of the fluorescent signal, said intensity correlating with a quantity of the fungus in the sample, thereby quantitating the at least one fungus in the agricultural product.
  • 12. The method of claim 11, further comprising isolating a total DNA after step b, said step c comprising performing the asymmetric PCR amplification reaction on the total DNA.
  • 13. The method of claim 11, wherein the fluorescently labeled primer is in an excess of about 4-fold to about 8-fold over the unlabeled primer in the fluorescent labeled primer pair.
  • 14. The method of claim 11, wherein the fungus is a yeast or a mold.
  • 15. The method of claim 14, wherein the fungus is an Aspergillus species.
  • 16. The method of claim 11, wherein the unlabeled primer is a forward primer comprising the nucleotide sequences of SEQ ID: 13, SEQ ID: 15, SEQ ID: 31, SEQ ID: 33, SEQ ID: 133, or SEQ ID: 135.
  • 17. The method of claim 11, wherein the fluorescently labeled primer is a reverse primer comprising the nucleotide sequences of SEQ ID: 14, SEQ ID: 16, SEQ ID: 32, SEQ ID: 34, or SEQ ID: 134.
  • 18. The method of claim 11, wherein the nucleic acid probes have at least one probe nucleotide sequence selected from the group consisting of SEQ ID NOS: 86-126 and 136-140.
  • 19. The method of claim 11, wherein the agricultural product is obtained from a cannabis, or a hemp.
  • 20. The method of claim 11, wherein the agricultural product is an oil.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation-In-part under 35 U.S.C. § 120 of pending application U.S. Ser. No. 15/916,062, filed Mar. 8, 2018, which is a continuation-in-part under 35 U.S.C. § 120 of non-provisional application U.S. Ser. No. 15/388,561, filed Dec. 22, 2016, now abandoned, which claims benefit of priority under 35 U.S.C. § 119(e) of provisional application U.S. Ser. No. 62/271,371, filed Dec. 28, 2015, now abandoned, all of which are hereby incorporated by reference in their entireties.

Provisional Applications (1)
Number Date Country
62271371 Dec 2015 US
Continuation in Parts (2)
Number Date Country
Parent 15916062 Mar 2018 US
Child 17356139 US
Parent 15388561 Dec 2016 US
Child 15916062 US