COLORIMETRIC SENSOR FOR DETECTION OF FOOD SPOILAGE
20210010942 ยท 2021-01-14
Inventors
Cpc classification
International classification
G01N33/00
PHYSICS
Abstract
Colorimetric sensors attached to food packaging and exposed to the packaging headspace allow supply chain managers and consumers to monitor food freshness and expected shelf life based on food condition without unsealing containers or relying on the human senses of smell or taste. A gas-permeable membrane prevents direct food contact with sensor material, and color changes indicate increased concentration of volatile organic compounds generated during spoilage of the food spoilage. Color change may be read by machine or eye. One application uses silicon dioxide nanoparticles coated with Schiff's reagent and embedded in milk carton screw caps to detect spoilage to address variations in shelf life due to temperature abuse within the distribution system.
Claims
1. A sensing device for detecting food spoilage in a package, comprising: a substrate; one or more reagents coupled to one or more surfaces of the substrate; a vessel configured with a viewing window and a gas-permeable membrane, wherein the vessel is arranged to position the substrate adjacent to a food content within the package, and wherein the gas-permeable membrane is therebetween the substrate and the food content within the package; and wherein the one or more reagents provides a visual indication of spoilage of the food content.
2. The sensing device of claim 1, wherein the substrate is one or more of the group comprising: a nanoparticle substrate, a paper substrate, a fibers substrate, a polymer substrate, and a polymer sheet substrate.
3. The sensing device of claim 2, wherein the nanoparticle substrate is a plurality of silicon dioxide nanoparticles.
4. The sensing device of claim 1, wherein the package includes a headspace therebetween the food content within the package and the gas-permeable membrane to capture volatile organic compounds (VOCs).
5. The sensing device of claim 4, wherein the captured VOCs includes at least one of: acetone, acetaldehyde, I-hexanol, butanal, hexanal ethanol, acetic acid, butyric, and hexanoic acid.
6. The sensing device of claim 1, wherein the one or more reagents comprise a Schiff's reagent.
7. The sensing device of claim 1, wherein the visual indication is a gradual color change of the one or more reagents that measures the state of food spoilage deterioration.
8. The sensing device of claim 1, wherein the one or more reagents coupled to the substrate are disposed within a containment region of the vessel, and wherein the one or more reagents coupled to the substrate are further interposed between the viewing window and the gas-permeable membrane.
9. The sensing device of claim 1, wherein the gas-permeable membrane comprises a filter paper membrane, a polyethylene membrane or a polypropylene membrane.
10. The sensing device of claim 1, wherein the vessel positioning the substrate is configured as a releasable and reclosable closure device for the package.
11. The sensing device of claim 10, wherein releasable and reclosable closure device for the package is configured as a cap.
12. The sensing device of claim 1, wherein the vessel is configured as a flexible mount or a rigid mount.
13. A disposable sensing device for detecting food spoilage, comprising: a substrate; one or more reagents coupled to one or more surfaces of the substrate; a vessel configured with a viewing window and a gas-permeable membrane, wherein the vessel is arranged to position the substrate adjacent to a food content within a container, and wherein the gas-permeable membrane is therebetween the substrate and the food content within the container; and a means of removably coupling the vessel to the container.
14. The disposable sensing device of claim 13, wherein the means of removably coupling the vessel to the container comprises one or more of: a self-adhesive coupling, a pressure-fit snap, and a pressure-fit slide.
15. The disposable sensing device of claim 14, wherein the means of removably coupling the vessel includes a compression seal.
16. The disposable sensing device of claim 13, wherein the substrate comprises at least one of: a nanoparticle substrate, a paper substrate, a fibers substrate, a polymer substrate, and a polymer sheet substrate.
17. The disposable sensing device of claim 13, wherein the nanoparticle substrate is a plurality of silicon dioxide nanoparticles.
18. The disposable sensing device of claim 13, wherein the container includes a headspace therebetween the food content and the gas-permeable membrane to capture volatile organic compounds (VOCs).
19. The disposable sensing device of claim 18, wherein the captured VOCs includes at least one of: acetone, acetaldehyde, I-hexanol, butanal, hexanal ethanol, acetic acid, butyric, and hexanoic acid.
20. The disposable sensing device of claim 13, wherein the one or more reagents comprise a Schiff's reagent.
21. The disposable sensing device of claim 13, wherein the vessel positioning the substrate is configured as a releasable and reclosable closure device for the container.
22. The disposable sensing device of claim 13, wherein the vessel is configured as a flexible mount or a rigid mount.
Description
BRIEF DESCRIPTION OF FIGURES
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DETAILED DESCRIPTION OF THE INVENTION:
[0036] In the description of the invention herein, it is understood that a word appearing in the singular encompasses its plural counterpart, and a word appearing in the plural encompasses its singular counterpart, unless implicitly or explicitly understood or stated otherwise. Furthermore, it is understood that for any given component or embodiment described herein, any of the possible candidates or alternatives listed for that component may generally be used individually or in combination with one another, unless implicitly or explicitly understood or stated otherwise. Moreover, it is to be appreciated that the figures, as shown herein, are not necessarily drawn to scale, wherein some of the elements may be drawn merely for clarity of the invention. Also, reference numerals may be repeated among the various figures to show corresponding or analogous elements. Additionally, it will be understood that any list of such candidates or alternatives is merely illustrative, not limiting, unless implicitly or explicitly understood or stated otherwise. In addition, unless otherwise indicated, numbers expressing quantities of ingredients, constituents, reaction conditions and so forth used in the specification and claims are to be understood as being modified by the term about.
[0037] Accordingly, unless indicated to the contrary, the numerical parameters set forth in the specification and attached claims are approximations that may vary depending upon the desired properties sought to be obtained by the subject matter presented herein. At the very least, and not as an attempt to limit the application of the doctrine of equivalents to the scope of the claims, each numerical parameter should at least be construed in light of the number of reported significant digits and by applying ordinary rounding techniques. Notwithstanding that the numerical ranges and parameters setting forth the broad scope of the subject matter presented herein are approximations, the numerical values set forth in the specific examples are reported as precisely as possible. Any numerical values, however, inherently contain certain errors necessarily resulting from the standard deviation found in their respective testing measurements.
[0038] Multiple methods are available to bond and hermetically seal materials, including but not limited to adhesives and plastic welding. Figures and description herein will generally not specify types of bonds, but practitioners skilled in the art will recognize that adjacent layers of material are understood to be hermetically sealed together.
Specific Description
[0039] Embodiments of the sensors herein generally include a colorimetric material (e.g., a reagent) separated from the contents of a food package by a gas-permeable membrane which prevents direct liquid or solid food contact. Moreover, it is also to be noted that a reagent for the present invention includes any substance or compound which, when exposed to a target VOC, chemically reacts with the VOC to produce a detectable colorimetric change. It is also to be appreciated that with respect to milk or juice cartons, jugs, etc., the separation often includes a headspace that contains VOC diffusion effluents that is monitored by the sensors disclosed herein. While such a headspace is a beneficial aspect of the embodiments of the present invention, resultant VOC's can also be detected colorimetrically for those packaged products without a headspace, based on detectable effluents such sensors are configured to interrogate.
[0040] Turning to the figures,
[0041] It is to be noted that while functionalized nanoparticles with a Schiff's reagent is a preferred and beneficial aspect of the embodiments herein, it is also to be appreciated that other sensors having a particular reagent can also be contained within packaged food products, including those which potentially provide higher fidelity than batch date-stamping.
Milk Sensor Development and Fabrication
[0042] A milk freshness sensor using an SiO.sub.2 nanoparticle substrate coated with Schiff's reagent has been developed and tested to detect milk spoilage within various storage temperature profiles. The specific formulation is not intended to limit this disclosure's applicability with the use of other colorimetric reagents, such as, for example hypochlorites. This work has validated that the colorimetric nanosensor core can be used to monitor the formation of volatiles during spoilage of food items by detection of VOCs in the package headspace. Bacterial growth produces aldehydes, volatile acids, alcohols, ketones, and other chemical substances, and the sensor color changes from pink to purple in the presence of increasing VOC concentrations. As an example, to detect aldehydes, the indicator material (e.g., Schiff's base reagent coupled to the substrate, e.g., SiO.sub.2 nanoparticles) operating within a pH range (e.g., 5-6.8), enables a visual detection of a given concentration of the chemical substance by way of a resultant Magenta color. To detect, for example, guaiacol and other phenols, the colorimetric reagents coupled to a substrate (e.g., SiO.sub.2 nanoparticles) for detection can include hypochlorites.
[0043] SiO.sub.2 is a known food and food packaging additive and silica-based nanoparticles have a large surface area: typical particles sized 10-40 nm have a specific surface area in the 25-105 m.sup.2/g range. Nanosized SiO.sub.2 particles are available in ultra-high purity, coated, hydrophilic, lipophilic, and dispersed forms. Nanosilica has a reactive surface that readily interacts with chemical compounds, making it work as a matrix for which a wide range of compounds could be associated.
[0044] Using SiO.sub.2 nanopowder/nanoparticles (99+ size 20-30 nm, amorphous) (US Research Nanomaterials, Inc.) and Schiff's reagent (Sigma-Aldrich), a total of 3 mL of Schiff's reagent was mixed with 1 g of silicon dioxide nanoparticles and placed into a non-reactive dish and held for 48 hours under a fume hood to evaporate the moisture. Coated pink nanoparticles were then collected and ground to separate agglomerated particlesthe core sensor materialfor further use.
Response at Different Temperature Profiles
[0045] Descriptions herein of methods to measure VOCs and bacterial growth explain validation of one embodiment and are not intended to limit claim scopes. Other testing and analytical methods can be used in designing other embodiments.
[0046] To test the sensor core material, fresh pasteurized whole cow's milk was placed in 250 mL sterile glass bottles with filters. Milk stored at 13, 15, and 19 C. was analyzed every 12 hours, while milk stored at 7 C. were measured every 3 days. Color change in response to exposure to VOCs was measured. The SiO.sub.2 nanoparticles coated with Schiff's reagent (>0.75 gm) were placed on a layer of filter paper (55 mm, 22.5 cm) on top of a 250 ml filtration device. During the experiments, milk was placed in a sterile glass bottle underneath the filtration device. As illustrated in
[0047] Color change in nanoparticles was measured as reflectance using a tristimulus color meter (Minolta Chroma CR-200, Minolta Co.), an instrument that mimics how humans perceive color and color changes. Color was measured before the reaction began (zero time). Colorimetric response was quantified by measuring the color from pink to purple. The colorimeter was standardized against a white tile before each measurement set. Measurements were taken from within the funnel to avoid stray light. The L* (lightness), a* (red to green), and b* (blue to yellow) values were measured to describe the color of the indicator. The total color change (E) was calculated with the formula E={square root over ((L*L.sub.0*).sup.2+(a*a.sub.0*).sup.2+(b*b.sub.0*).sup.2)}.
[0048] E is generally used to distinguish between two colors, as indicated by the following scale: E<3 (no perceptible difference); 3<E<6 (very small difference); 6<E<9 (fairly perceptible difference); 9<E<12 (perceptible difference); and E>12 (different colors).
Determination of Bacterial Counts
[0049] Microbial analysis was carried out according to Standard Methods for the Examination of Dairy Products (SMEDP). Decimal dilutions of the pasteurized milk were prepared in peptone water (0.1% peptone; Oxoid, Basingstoke, UK), with duplicate 1 mL samples of appropriate dilutions spread on non-selective agar plates. Dilutions were plated and incubated as follows: aerobic bacterial count (ABC) on plate count agar (PCA) was incubated aerobically at 32 C. for 3 days; psychrotrophic bacteria on PCA was incubated aerobically at 7 C. for 10 days; and dilutions on plate count agar were incubated aerobically at 32 C. for 24 h. All samples were plated in duplicate. Bacterial populations (log.sub.10 CFU/mL) shown were the average of two replicates.
VOC Analysis
[0050] VOC concentrations in milk were determined using gas chromatography (GC) and solid phase microextraction (SPME). Milk (2 mL) was placed in a 4.0 mL vial containing 0.65 g of NaCl (to enhance VOC activity and concentration in the headspace), and was then stirred on a stirring plate. An SPME device with fiber-coated (75 um) carboxen polydimethylsiloxane (CAR/PDMS) fused silica was exposed to the headspace for approximately 60 min before GC injection. Spitless injection was carried out for 3 min at 200 C. into a Hewlett-Packard 589011/5970 GC/MSD equipped with a DB-1 60-m column. Transfer line temperatures and ion sources were held at 250 C. Helium was used as the carrier gas, and the injector and detector temperatures were both 200 C. The column temperature was initially held at 30 C. for 5 min and then increased to 50 C. at a rate of 2 C./min. The sample was desorbed for 5 min using an SPME liner.
Statistical Analysis
[0051] The mean and standard deviation are used to summarize the log.sub.10 viable aerobic plate counts, VOC concentrations, and E values. A linear relationship between E values and log.sub.10 viable aerobic plate counts were determined and R.sup.2 calculated. Statistical differences in regression slopes were calculated using an analysis of covariance. P-values were adjusted for multiple comparisons using Hochberg's method. Statistical analyses were conducted in JMP v. 13.0 (SAS) and SAS v. 9.4 (SAS).
Test ResultsMicrobial Growth
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[0053] The primary factor in milk spoilage is bacterial activity resulting in a loss of sensory quality. In the tested milk, spoilage began within hours of storage as illustrated in
[0054] VOCs were detected and identified in whole milk using headspace GC-FID analysis at different storage temperatures as shown in Table 1 as follows:
TABLE-US-00001 TABLE 1 Mean SD for volatile compounds (ng/mL) in pasteurized milk samples over the shelf life at four storage temperatures. 19 c. Storage time (Days) Compound 1 2 3 Acetaldehyde UD N/A 2113 125 22560 654 25503 1705 Acetone 3210 568 7627 1012 6648 2230 3976 4405 1-Pentanol UD N/A UD N/A UD N/A UD N/A Butanone 28.5 4.5 1155 118 3253 294 4231 690 Ethanol UD N/A 1075 54.1 50 39.8 449 86 Hexanal 24.2 13.8 1105.6 112 3652 165 3052 515 150 C. Storage time (Days) Compound 1 2 3 4 Acetaldehyde UD N/A 425 11 15326 452 22154 632 30232 1020 Acetone 3034 678 4462 47.4 4867 3527 1497 2842 1034 Butanone 28.5 6.3 5625 68.0 2077 107 1525 16.6 1123 105 Ethanol UD N/A 8.86 0.12 43.0 0.81 10.7 2.2 487 19.9 Hexanal UD N/A 927 89.5 2916 202 1524 274 130 C. Storage time (Days) Compound 1 2 3 4 5 6 Acetaldehyde UD N/A UD N/A 1625 122 10203 231 18065 313 23653 452 30215 1090 Acetone 3034 677 3480 359 3918 188 4961 138 9121 54 8560 227 6947 231 1-Pentanol UD N/A UD N/A UD N/A 122 1.2 653 16.3 1325 25.1 2012 35.2 Butanone UD N/A 78.2 5.2 1026 235 1255 225.3 2060 254 19548 432 1590 222 Ethanol UD N/A UD N/A 42.5 49.9 49.9 4.2 22.3 0.3 18.8 5.1 654 108 Hexanal UD N/A UD N/A UD N/A 2326 225 2965 325 2589 415 2059 62 TC Storage time (Weeks) Compound 1 2 3 4 5 6 Acetaldehyde UD N/A UD N/A UD N/A UD N/A UD N/A UD N/A UD N/A Acetone 3210 568 3324.4 166 3340 1151 3420 53 3103 338 3014 242 3186 225 Butanone 28.4 4.5 46.0 34.6 47.1 34.6 45.2 3.1 14.8 2.5 UD N/A UD N/A Ethanol UD N/A UD N/A 19.9 4.5 5.1 7.3 UD N/A UD N/A UD N/A Hexanal UD N/A 60.6 10.8 33.9 16.4 29.9 0.5 24 0.2 27.2 0.3 38.1 8.9 1-Pentanol 3.6 0.7 3.3 0.2 3.3 1.6 4.0 0.1 2.6 0.2 469 3.8 686 40.7
[0055] On day 0, 250 ml of whole milk was collected as a control. Low concentrations of butanone, acetone, and I-pentanol were present in the control at day 0. Similar compounds are found at all storage temperatures with ketones and aldehydes at the highest concentrations. Ketones were the most abundant compounds found in this study with acetone being the main constituent. In addition to the compounds identified at time 0, several others (e.g., acetaldehyde, butanone, hexanal, 1-pentanol, ethanol, acetic acid, butyric acid, and hexanoic acid) were identified at the highest storage temperature (19 C.). A similar volatile profile was found in milk stored at 15 C. The VOCs at this storage temperature resulted in low amounts at day 0, while the VOC profile increased with time of storage with the production of butanone, ethanol, hexanal, and 1-pentanol, as well as acetic acid, butyric, and hexanoic acid (see TABLE 1) similar to previous findings.
[0056] The VOC profile for milk stored at 13 C. is similar to milk stored at 15 and 19 C. As shown in TABLE 1 above, acetone and butanone concentrations remain constant throughout storage at 13 C., while ethanol is higher on day 2 of storage, decreasing sharply over the rest of the storage period. Similar volatile profiles were detected in the headspace of samples at 7 C. with milk remaining in good condition over an approximately 3-week storage period.
[0057] TABLE 1 also summarizes the key VOCs detected at 7 C. Several VOCs form after 5 weeks of storage, including butanone, ethanol, hexanal, 1-butanol, ethyl octanoate, and 2-methyl butyrate. In addition, acetic, butyric, hexanoic, and octanoic acids were detected after 30 days. Bacterial growth in milk at each of the storage temperatures is associated with compounds such as acetone, acetaldehyde, I-hexanol, butanal, hexanal ethanol, acetic acid, butyric, and hexanoic acid and is similar to earlier findings. This confirms a relationship between bacterial growth and VOCs, with VOC concentrations remaining relatively unchanged until microbial numbers reach 5.0 to 7.0 log.sub.10 CFU/mL (end of shelf life). Other studies have reported VOC formation at 7.0-8.0 log.sub.10 CFU/mL in foods.
Colorimetric Sensor Response
[0058] VOCs generated by microbes in the milk interact with the nanosensor to produce a color change from pink to purple.
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[0061] Because of the concern with food waste along the distribution channel for refrigerated foods, colorimetric sensors incorporated in or on packaging will allow consumers to get a better idea of remaining shelf life at point of purchase and also while storing milk or other foods at home. This will enhance utilization and reduce food loss in markets where a significant amount of food and beverages are discarded because of problems with the cold chain. Because other food products that contain lipids and fermentable sugars have similar spoilage characteristics, this tested sensor is not limited to the application of fluid milk. With other reagents, it applies as well to food products in which VOCs are produced by spoiling processes, as is known to occur based in part on macronutrient composition. For example, heat-resistant and acid-tolerant Alicyclobacillus acidoterrestris produces aromatic volatile compounds such as bromophenol and guaiacol along with spoilage in several fruit juices, some of which are sold in fresh and pasteurized forms with shelf-life similar to milk.
Mechanical Embodiments
[0062] Colorimetric sensors can be attached to food containers such that a reactive material is separated from the headspace by a gas-permeable membrane such as thin polyethylene or polypropylene. The material is selected to block liquid and solid contact while permitting communication of VOCs targeted for detection.
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[0065] Beyond use on factory packaged foods, sensor forms illustrated in
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[0068] Sensors may be bonded similarly to other types of packaging with a headspace or where VOCs are anticipated to form and collect. Laboratory testing incorporated filter paper as a gas-permeable membrane, but other membranes (e.g., polyethylene, polypropylene films) which are configured to be gas-permeable while preventing liquid or solid passage can also be utilized when warranted. Such a membrane protects both the food product and the substrate from direct liquid or solid contact with each other. It is also understood that a membrane can include micro-perforations to achieve desired permeability.
[0069] Appropriate sensor reagents are selected based on the desired spoilage indicator (e.g., aldehyde concentration) and colorimetric characteristics, and then attached (e.g., functionalized) to a substrate. Substrates are selected based on surface-area-to-volume and other factors to include ease of reagent bonding, durability, and visibility. Some options include nanoparticles, natural and manufactured fibers, polymer sheets, and papers. Sensors include a portion of the coated substrate held in a vessel adjacent to the food content in a package, often adjacent to a headspace of a food package that captures the Volatile organic compounds (VOCs). This may be within or separate from the closure mechanism. The vessel may include a viewing window for reading color, or be comprised of a transparent or a translucent material, or allow alternate means of reading, such as a built-in color sensor and micro-transmitter.
[0070] While the invention has been described in terms of its example embodiments, those skilled in the art will recognize that the invention can be practiced with modification within the spirit and scope of the appended claims. Accordingly, the present invention should not be limited to the embodiments as described above, but should further include all modifications and equivalents thereof with the spirit and scope of the description provided herein.