Research Article
Authors: L. Clay Eastwood (Texas A&M University) , Ashley N. Arnold (Texas A&M University) , Rhonda K. Miller (Texas A&M University) , Kerri B. Gehring (Texas A&M University) , Jeffrey W. Savell (Texas A&M University)
Multiple antimicrobial intervention strategies are employed in beef manufacturing, and some may impact quality and palatability of ground beef patties. Combinations of antimicrobial treatments – hot water (at least 82 °C), lactic acid (4.0 to 5.0%), acidified sodium chlorite (pH of 2.7 to 2.8) and Beefxide (lactic/citric acid mixture; up to 2.5%) – were applied to hot or chilled carcasses and trimmings before manufacturing ground beef patties, which were designated for color evaluation, consumer panel, or trained panel evaluation. Few significant changes were seen in color space values for each treatment combination. Consumer scores for overall liking, flavor liking, and beefy flavor liking were impacted (P < 0.05) by combined antimicrobial treatment effects. Trained panelists detected 18 out of 33 attributes with only scores for fat-like (P = 0.0391) and cardboardy (P < 0.0001) being impacted by treatments. No clear trends were related to any single or combined antimicrobial treatment, and findings support that these food safety interventions have minimal negative impacts on beef patty quality.
Keywords: Beef, intervention, antimicrobial, trimmings
How to Cite: Eastwood, L. , Arnold, A. N. , Miller, R. K. , Gehring, K. B. & Savell, J. W. (2018) “Impact of Multiple Antimicrobial Interventions on Ground Beef Quality”, Meat and Muscle Biology. 2(1). doi: https://doi.org/10.22175/mmb2017.07.0039
With the United States Department of Agriculture – Food Safety and Inspection Service (USDA-FSIS) declaration of Escherichia coli O157:H7 and Shiga-toxin producing E. coli as adulterants in non-intact raw beef products and intact raw beef products intended for non-intact use (USDA-FSIS, 2012), the addition of one or more antimicrobial interventions has become standard procedure during beef harvest and further processing. Despite best practices, microbial contamination of beef carcasses can be a direct result of harvesting cattle (Kang et al., 2001b). The implementation of multiple applications of antimicrobial interventions can mitigate possible contamination from the slaughter process and improve the microbiological quality of beef carcasses (Bacon et al., 2000).
Beef safety and quality are continuous challenges for the meat industry. A study conducted by Bacon et al. (2000) validated that sequential multiple hurdle interventions reduce bacteria on beef carcasses more effectively than any one intervention alone. In addition to the effectiveness of antimicrobial interventions, the impact of such treatments with respect to meat quality must be addressed. Consumers often associate meat quality with color and base buying decisions on such attributes (Mancini and Hunt, 2005). Therefore, considerations for the impact of implementing safety strategies are necessary to mitigate quality concerns. The goal of this study was to determine if multiple hurdle intervention combinations produced ground beef patties with quality (color) and palatability defects when compared to control patties.
Consumer panel procedures were approved by the Texas A&M Institutional Review Board (IRB2013-0060D).
Five head of cattle were purchased from a commercial feedyard. Cattle were harvested on the same day using normal slaughter procedures at the Rosenthal Meat Science and Technology Center, Texas A&M University, College Station, Texas.
For antimicrobial interventions, 5 treatment groups were compared for this project (Table 1). Treatments were assigned randomly to carcass sides (n = 10) during the slaughter process. Hot water (at least 82 °C) and lactic acid (4.0 to 5.0%) interventions were applied to hot carcass forequarters (because the application of lactic acid was a critical control point in the Rosenthal Meat Science and Technology Center’s HACCP plan for beef slaughter, all hot carcasses received this intervention). In an effort to reduce variation in composition of trimmings among the carcasses, only forequarters were used. In subsequent treatments, lactic acid (4.0 to 5.0%), acidified sodium chlorite (pH of 2.7 to 2.8), and Beefxide (up to 2.5%) were applied to cold carcass forequarters and subsequent trimmings subgroups.
Treatment design showing stages of antimicrobial intervention application
| Application1 | Treatment 1 - Control | Treatment 2 | Treatment 3 | Treatment 4 | Treatment 5 |
| Hot carcass | Lactic acid | Hot water and lactic acid | Hot water and lactic acid | Hot water and lactic acid | Hot water and lactic acid |
| Cold carcass | No intervention | No intervention | Lactic acid | Acidified sodium chlorite | Beefxide |
| Trimmings | No intervention (n = 2) | No intervention (n = 2) | No intervention (n = 2) | No intervention (n = 2) | No intervention (n = 2) |
| Trimmings | Lactic acid (n = 2) | Lactic acid (n = 2) | Lactic acid (n = 2) | Lactic acid (n = 2) | Lactic acid (n = 2) |
| Trimmings | Acidified sodium chlorite (n = 2) | Acidified sodium chlorite (n = 2) | Acidified sodium chlorite (n = 2) | Acidified sodium chlorite (n = 2) | Acidified sodium chlorite (n = 2) |
| Trimmings | Beefxide (n = 2) | Beefxide (n = 2) | Beefxide (n = 2) | Beefxide (n = 2) | Beefxide (n = 2) |
1Following carcass treatments, trimmings were assigned to 1 of 4 treatment groups: control, lactic acid, acidified sodium chlorite, or Beefxide.
Hot carcass interventions were applied to the carcass after a final wash step. Lactic acid was mixed in a plastic garden sprayer (Roundup Lawn & Garden Sprayer, model M2OP10, The Fountainhead Group, Inc., New York Mills, NY), heated in a hot water vat, and titrated before and after the intervention spray for the slaughter process (actual concentration: 4.9%). The lactic acid solution temperature was approximately 55 °C immediately before application and was applied to the entire side for 60 s (≈ 500 ml). The hot water intervention preparation was achieved using a metal garden sprayer (GroundWork model LFSX-CS20009, Tractor Supply, Brentwood, TN) submerged in a hot water vat at the final wash cabinet on the slaughter floor. The hot water intervention was applied to the forequarter only, at least 82 °C (85.1 °C average temperature for all sprays), for 90 s (≈ 250 ml). Temperature of each intervention was evaluated in the sprayer before application. Carcasses then were weighed, tagged, and chilled for 36 h at approximately 2 °C.
Before fabrication, carcass temperature and pH (Model IQ 150; Spectrum Technologies, Aurora, IL) were taken, and antimicrobial interventions were applied to the designated forequarters. Antimicrobial solutions were mixed in a plastic garden sprayer: lactic acid and Beefxide were heated in a hot water vat and applied at approximately 55 °C, and acidified sodium chlorite was applied at room temperature (≈ 25 °C). Interventions were titrated before and after fabrication to ensure proper concentration (actual concentrations: lactic acid: 4.3%; acidified sodium chlorite: pH of 2.8; Beefxide: 1.3%) and applied for 30 s (≈ 250 ml). Carcasses having received similar hot carcass and cold forequarter treatments were fabricated on the same table. The rib portion was removed and the remainder of the forequarter was separated into fat and lean trimmings and bone. All exposed exterior surfaces subject to the initial intervention sprays were included in the trimmings. Because of varying carcass compositions, excess intermuscular fat was removed from areas such as the plate to minimize variation due to fat differences among the carcasses. Trimmings were weighed, separated into 4 similar trimmings subgroups, and placed in individual plastic totes (n = 40). Each tote was covered with plastic and placed on a rack in refrigerated storage (≈ 2 °C) until trimmings interventions were applied.
For the application of the trimmings intervention spray, each trimmings subgroup of fresh beef trim was removed from refrigerated storage and placed on a mesh stainless steel screen to allow for even distribution. The cold forequarter and trimmings interventions were applied on the same day under the parameters described for forequarter intervention application. Temperature of antimicrobial solutions was taken before spraying each treatment subgroup. Trimmings were sprayed for either a 10 or 15 second interval (100 to 150 ml) based on the amount of trimmings. Trimmings temperature and pH were evaluated immediately before and after the intervention spray. Treated trimmings were returned to their respective plastic tote, covered, and placed in refrigerated storage (≈ 2 °C) for approximately 48 h before grinding. The antimicrobial solutions were titrated again following the trimmings intervention application to ensure consistent concentration throughout use (actual concentrations: lactic acid: 4.3%; acidified sodium chlorite: pH of 2.9; Beefxide: 1.2%).
Before grinding, temperature and pH were taken on all trimmings subgroups (n = 40). Trimmings subgroups were coarse ground through a 1.27 cm diameter plate followed by final grinding through a 0.32 cm diameter plate using a Biro meat grinder (Model 1056SS; Biro Manufacturing Company, Marblehead, OH). Temperature and pH were taken on all trimmings subgroups before and after the grinding process, and grinders underwent a thorough hot water rinse between subgroups. Ground product was placed back into a plastic tote, covered, and placed in refrigerated storage (≈ 2 °C) for approximately 12 h.
Ground beef from each trimmings subgroup (n = 40) were used to produce 21 patties (≈ 150 g each) using a hand press (Weston Products LLC, Strongsville, OH). Patties destined for color evaluation were assessed for color, pH, and temperature before being packaged with 57-gauge meat film (WP-MWL14, Performance Plastic Meat Film, U.S. Packaging & Wrapping, Cabot, AR) with an oxygen transmission rate (OTR) of 1,400 cc/254 cm2 per 24 h @ 23°C, 1 atm on a plastic foam tray (Genpak 1004D [#4D] Foam Meat Tray Yellow, Genak, LLC, Charlotte, NC). All other patties were crust frozen, individually packaged in 17.8 × 30.5 cm Sealed Air Food Care 2.0 mil vacuum bags (Item No. B2870, Sealed Air, Charlotte, NC) with an OTR of 3 to 6 [1 cm3 (STP) / (m2-24 hr-1 atm) at 0% RH, 4.4 °C], boxed, and stored at approximately -10 °C until needed for subsequent evaluations.
Patties were placed in a “retail-like” refrigerated (≈ 4 °C) setting to mimic retail display with 1,600 lx fluorescent lighting (Lithonia Lighting, Aculty Brands Lighting, Inc., Conyers, GA; 1,614 lux) using cool white bulbs to simulate a retail case. Color measurements were taken using a Hunter MiniScan EZ (HunterLab, Reston, VA) colorimeter on days 1, 2, 3, 4, and 5.
Both consumer and trained panels were conducted for sensory evaluation. Patties were removed from frozen storage and allowed to thaw (≈ 2 °C) for approximately 18 h. Patties were cooked on Rival 11” Square Electric Skillets (Jarden Corporation, Boca Raton, FL). Internal temperatures were monitored using thermocouple readers (Omega HH506A, Stamford, CT) and 0.2 cm diameter copper-constantan Type-T thermocouple wires (Omega) inserted into the geometric center of each patty. Once the patty reached an internal temperature of 35 °C, the patty was flipped and cooked until the final internal temperature of 70 °C was reached. Each patty then was cut into 1/6 wedges and served warm in individual booths equipped with red theater gel lights. Samples were served in a random order and identified with random 3-digit codes. Unsalted saltine crackers and double distilled, deionized water, as well as ricotta cheese for the trained panel, were served to panelists to cleanse their palate between samples.
Consumer panelists (n = 80) were recruited from the Bryan/College Station area using an existing consumer database and informed consent was obtained for experimentation with human subjects. Panelists were asked to evaluate patty attributes based on a 9-point scale. Attributes included: overall liking (1 = dislike extremely; 9 = like extremely), flavor liking (1 = dislike extremely; 9 = like extremely), beefy flavor liking (1 = dislike extremely; 9 = like extremely), level of beefy flavor (1 = extremely bland or no flavor; 9 = extremely flavorful or intense), off-flavors (yes or no), intensity of off-flavors (1 = extremely bland or no flavor; 9 = extremely intense), tenderness liking (1 = dislike extremely; 9 = like extremely), juiciness liking (1 = dislike extremely; 9 = like extremely). Each panelist evaluated 10 samples per session. To avoid panelist fatigue, there was a 10-minute break halfway through the session.
A 6-member, trained panel (Meilgaard et al., 2007) was used to determine flavor attributes and aromatics as described by Adhikari et al. (2011) and American Meat Science Association (2016). Ballot development sessions and training, as defined by American Meat Science Association (2016), were conducted before trained panel sessions were held. Panelists were provided random treatment samples during training sessions and ballot adjustments were made. Definitions and references for attributes are outlined in Table 2. Trained panel sessions were not conducted until panelists were able to accurately describe selected sensory attributes (American Meat Science Association, 2016). The panelists evaluated samples using a 16-point universal scale where 0 = none and 15 = extremely intense for attributes defined during ballot development sessions (American Meat Science Association, 2016, Meilgaard et al., 2007). A total of 8 trained panel sessions were conducted with 10 samples evaluated per session.
Definition and reference standards for beef descriptive flavor aromatics and basic taste sensory attributes and their intensities where 0 = none; 15 = extremely intense adapted from Adhikari et al. (2011)
| Attribute | Definition | References |
| Barnyard | Combination of pungent, slightly sour, hay-like aromatics. Associated with farm animals and the inside of a horn. | White pepper in water = 4.0 (F); 4.5 (A) |
| Beef identity | Amount of beef flavor identity in the sample. | Swanson’s beef broth = 5.0 80% lean ground beef = 7.0 Beef brisket = 11.0 |
| Bleu cheese | The aromatics associated with bleu cheese. | |
| Bitter | The fundamental taste factor associated with a caffeine solution. | 0.01% caffeine solution = 2.0 0.02% caffeine solution = 3.5 |
| Bloody/ serumy | The aromatics associated with blood on cooked meat products. Closely related to metallic aromatic. | USDA choice strip steak = 5.5 Beef brisket = 6.0 |
| Brown/ roasted | A round, full aromatic generally associated with beef suet that has been broiled. | Beef suet = 8.0 80% lean ground beef = 10.0 |
| Burnt | The sharp/acrid flavor note associated with over-roasted beef muscle, something over-baked or excessively browned in oil. | Alf’s red wheat puffs = 5.0 |
| Cardboardy | Aromatic associated with slightly oxidized fats and oils, reminiscent of wet cardboard packaging. | Dry cardboard, 2.54 cm square = 5.0 (F); 3.0 (A) Wet cardboard, 2.54 cm square steeped in 236.6 mL water for 30 min = 7.0 (F); 6.0 (A) |
| Chemical | The aromatics associated with garden hose, hot Teflon pan, plastic packaging and petroleum based product such as charcoal liter fluid. | Zip-Loc sandwich bag = 13.0 Clorox in water = 6.5 |
| Chocolate/ Cocoa | The aromatics associated with cocoa beans and powdered cocoa and chocolate bars. Brown, sweet, dusty, often bitter aromatics. | Hershey’s cocoa powder in water = 3.0 Hersey’s chocolate kiss = 8.5 (F) |
| Dairy | The aromatics associated with products made from cow’s milk, such as cream, milk, sour cream or butter milk. | Dillon’s reduced fat milk (2%) = 8.0 |
| Fat-like | The aromatics associated with cooked animal fat. | Hillshire farms Lit’l beef smokies = 7.0 Beef suet = 12.0 |
| Fishy | The aromatics associated with fish. | Canned Starkist tuna = 12 (F); 10 (A) |
| Green-hay like | Brown/green dusty aromatics associated with dry grasses, hay, dry parsley, and tea leaves. | Dry parsley in medium snifter = 5.0 (A) Dry parsley in ∼30-mL cup = 6.0 |
| Heated Oil | The aromatics associated with oil heated to a high temperature. | Wesson Oil, microwaved 3 min = 7.0 (F&A) Lay’s Potato Chips = 4.0 (A) |
| Lactic acid | The aromatics associated with lactic acid antimicrobial. | Birko® lactic acid 88% FG, 2.5% and 5.0% |
| Liver-like | The aromatics associated with cooked organ meat/liver. | Beef liver = 7.5 Oscar Mayer Braunschweiger liver sausage = 10.0 |
| Medicinal | A clean sterile aromatic characteristic of antiseptic like products such as Band-Aids, alcohol and iodine. | Band-Aid = 6.0 (A) |
| Metallic | The impression of slightly oxidized metal, such as iron, copper and silver spoons. | 0.10% potassium chloride solution = 1.5 USDA choice strip steak = 4.0 Dole canned pineapple juice = 6.0 |
| Musty-moldy/ hummus | Musty, sweet, decaying vegetation. | Sliced button mushrooms = 3.0 (F); 3.0 (A) 1000 ppm of 2,6- Dimethylcyclohexanol in propylene glycol = 9.0 (A) |
| Overall sweet | A combination of sweet taste and sweet aromatics. The aromatics associated with the impression of sweet. | Post-shredded wheat spoon size = 1.5 Hillshire farms Lit’l beef smokies = 3.0 SAFC ethyl maltol 99% = 4.5 (A) |
| Painty | Aromatics associated with paint container in 100 °C oven for 14 days. | Wesson oil placed in covered glass = 8 (F); 10 (A) |
| Rancid | The aromatics commonly associated with oxidized fat and oils. These aromatics may include cardboard, painty, varnish, and fishy. | Microwaved Wesson vegetable oil (3 min at high) = 7.0 Microwaved Wesson vegetable oil (5 min at high) = 9.0 |
| Refrigerator stale | Aromatics associated with products left in refrigerator for an extended period of time and absorbing a combination of odors (lack of freshness/flat). | Ground beef cooked over medium-high heat to 165 °F, grease drained, store overnight in covered glass container at room temperature = 4.5 (F); 5.5 (A) |
| Salty | The fundamental taste factor of which sodium chloride is typical. | 0.15% sodium chloride solution = 1.5 0.25% sodium chloride solution = 3.5 |
| Smoky wood | Dry, dusty aromatic reminiscent of burning wood. | Wright’s Natural Hickory seasoning in water = 7.5 (A) |
| Sour aromatics | The aromatics associated with sour substances. | Dillon’s buttermilk = 5.0 |
| Sour dairy | Sour, fermented aromatics associated with dairy products such as buttermilk and sour cream. | Laughing cow light Swiss cheese = 7.0 Dillon’s buttermilk = 9.0 |
| Sour | The fundamental taste factor associated with citric acid. | 0.015% citric acid solution = 1.5 0.050% citric acid solution = 3.5 |
| Spoiled | The presence of inappropriate aromatics and flavors that is commonly associated with the products. It is a foul taste and/or smell that indicates the product is starting to decay and putrefy. | Dimethyl disulfide in propylene glycol (10,000 ppm) = 12.0 (A) |
| Sweet | The fundamental taste factor associated with sucrose. | 2.0% sucrose solution = 2.0 |
| Umami | Flat, salty, somewhat brothy. The taste of glutamate, salts of amino acids and other molecules called nucleotides. | 0.035% accent flavor enhancer solution = 7.5 |
| Warmed-over | Perception of a product that has been previously cooked and reheated. | 80% lean ground beef (reheated) = 6.0 |
All data were analyzed using JMP Pro, Version 12.0.1 (SAS Inst. Inc., Cary, NC). The Fit Model was used to determine the effects of carcass treatment group, trimmings subgroup, and their interaction. Color evaluation day was included where applicable. Least squares means were calculated; where ANOVA testing indicated significance (ɑ < 0.05), means were separated using the Student’s t procedure.
The pH values of surfaces were numerically lower (data not shown in tabular form) for treatments that received a cold forequarter carcass intervention spray (Treatments 3, 4, 5) compared to the surface pH before spraying. Similar results in surface pH decline were noted in studies that used lactic acid as well as multiple hurdle interventions on fresh beef trim (Ellebracht et al., 2005, Kang et al., 2001a). A study conducted by Hardin et al. (1995) also noted a pH decline when comparing the pre-treatment and post-treatment pH of the inoculated carcasses treated with either combined treatments of water and lactic acid or water and acetic acid.
Least squares means for main effects (carcass treatment group and trimmings subgroup) for surface pH for the trimmings intervention sprays are shown in Table 3. There were no carcass treatment main effect differences in pH within the before (P = 0.3743) or after (P = 0.5027) treatment sprays. There were no differences (P = 0.2824) for surface pH before trimmings treatments. As the antimicrobial agent dissipated, the pH of meat surfaces returned to a normal level. Surface pH was lower (P = 0.0168) for all treatment combinations after trimmings interventions were applied. These results, showing a decrease in surface pH, were similar to those seen when interventions were applied as a cold forequarter treatment.
Least squares means for surface pH of beef trimmings before and after antimicrobial trimmings treatments stratified by carcass treatment group and trimmings subgroup
| Main effects | n1 | Surface pH | |
| Before treatment | After treatment | ||
| Carcass treatment group2 | |||
| Hot carcass = lactic acid | 2 | 5.59 | 4.37 |
| Hot carcass = hot water and lactic acid | 2 | 5.71 | 4.05 |
| Hot carcass = hot water and lactic acid; cold carcass = lactic acid | 2 | 5.67 | 4.00 |
| Hot carcass = hot water and lactic acid; cold carcass = acidified sodium chlorite | 2 | 5.65 | 4.23 |
| Hot carcass = hot water and lactic acid; cold carcass = Beefxide | 2 | 5.51 | 4.51 |
| P > F | 0.3743 | 0.5027 | |
| Trimmings subgroup3 | |||
| Acidified sodium chlorite | 10 | 5.64 | 4.52a |
| Beefxide | 10 | 5.66 | 4.12b |
| Lactic acid | 10 | 5.66 | 4.06b |
| Control | 10 | 5.55 | - |
| P > F | 0.2824 | 0.0168 | |
| RMSE4 | 0.136 | 0.326 | |
a,bMeans within the same main effect column lacking a common letter differ (P < 0.05).
1n = number of forequarters per carcass treatment group and number of trimmings groups per trimmings subgroup treatment.
2Carcass treatment groups.
3Following carcass treatments, trimmings were assigned to one of four trimmings subgroups: acidified sodium chlorite, Beefxide, lactic acid or control. No antimicrobial intervention was applied to control trimmings, and thus was not included in the after treatment analysis.
4RMSE = Root mean square error from analysis of variance.
Quality parameters including pH and Commission Internationale de l’Eclairage (CIE) color space values (L*, a*, b*) for beef patties following production are shown in Tables 4 and 5. Under normal conditions, the pH in beef muscle decreases from 7.0 upon slaughter to approximately 5.3 to 5.8. Although there were small, but significant differences among trimmings subgroups for pH (Table 4), there were no differences (P = 0.7638) for carcass treatments. There were carcass treatment group × trimmings subgroup interactions for L* (P = 0.0038), a* (P = 0.0063), and b* (P = 0.0253) as shown in Table 5. For the first 3 carcass treatment groups, L*, a*, and b* color space values differed within, whereas the color space values for the last 2 treatment groups did not differ. There was no apparent trend within the color space values for the influence of antimicrobial treatment on trimmings subgroup. Maca et al. (1997) found initial Hunter L*, a*, and b* values to be lower for raw ground beef across organic acid treatments when compared to our study. This could be due to differences in antimicrobial compounds and application methods used across studies. Multiple applications of interventions in our study may be responsible for slightly higher L*, a*, and b* values as compared to Maca et al. (1997).
Least squares means for beef patty pH on production day stratified by trimmings subgroup
| Trimmings subgroup1 | pH |
| Acidified sodium chlorite | 5.74a |
| Beefxide | 5.70b |
| Lactic acid | 5.70b |
| Control | 5.76a |
| P > F | 0.0052 |
| RMSE2 | 0.066 |
a,bMeans within the same column lacking a common letter differ (P < 0.05).
1Following carcass treatments, trimmings were assigned to one of four trimmings subgroups: acidified sodium chlorite, Beefxide, lactic acid or control. No antimicrobial intervention was applied to control trimmings.
2RMSE = Root mean square error from analysis of variance.
Least squares means for beef patty CIE color space values (L*, a*, b*) on production day stratified by carcass treatment group × trimmings subgroup
| Carcass treatment group1 × trimmings subgroup2 | L* | a* | b* |
| Hot carcass = lactic acid | |||
| Acidified sodium chlorite | 60.7a | 17.3cde | 20.5abc |
| Beefxide | 54.4ef | 19.0abcd | 19.9abcd |
| Lactic acid | 58.9ab | 15.7e | 18.1def |
| Control | 56.5bcde | 18.2abcde | 21.2a |
| Hot carcass = hot water and lactic acid | |||
| Acidified sodium chlorite | 58.3abcd | 15.8e | 16.5f |
| Beefxide | 54.3ef | 19.0abc | 19.3abcde |
| Lactic acid | 52.5f | 17.8bcde | 18.2cdef |
| Control | 55.9bcde | 17.2cde | 18.5bcdef |
| Hot carcass = hot water and lactic acid; cold carcass = lactic acid | |||
| Acidified sodium chlorite | 55.0cdef | 20.6a | 20.8ab |
| Beefxide | 58.7ab | 16.2de | 17.0ef |
| Lactic acid | 54.2ef | 18.5abcde | 19.2abcde |
| Control | 55.1cdef | 17.9bcde | 18.4cdef |
| Hot carcass = hot water and lactic acid; cold carcass = acidified sodium chlorite | |||
| Acidified sodium chlorite | 56.5bcde | 19.8abc | 20.8abcd |
| Beefxide | 55.4bcdef | 18.3abcde | 18.5abcdef |
| Lactic acid | 56.9bcde | 18.3abcde | 18.9abcdef |
| Control | 54.8def | 20.6ab | 20.6abcd |
| Hot carcass = hot water and lactic acid; cold carcass = Beefxide | |||
| Acidified sodium chlorite | 58.5abc | 17.5cde | 19.7abcde |
| Beefxide | 57.3abcde | 18.0abcde | 19.2abcdef |
| Lactic acid | 57.5abcde | 19.0abcd | 20.3abcd |
| Control | 57.2bcde | 17.9abcde | 20.1abcd |
| P > F | 0.0038 | 0.0063 | 0.0253 |
| RMSE3 | 2.26 | 1.79 | 1.66 |
a–fMeans within the same column lacking a common letter differ (P < 0.05).
1Carcass treatments were applied to hot carcasses and cold forequarters before trimmings were generated: hot carcass lactic acid application only; hot water applied to hot carcasses followed by hot carcass lactic acid application; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter lactic acid spray; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter acidified sodium chlorite spray; and hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter Beefxide spray.
2Following carcass treatments, trimmings were assigned to one of four trimmings subgroups: acidified sodium chlorite, Beefxide, lactic acid or control. No antimicrobial intervention was applied to control trimmings.
3RMSE = Root mean square error from analysis of variance.
There were no differences (P > 0.05) in b* CIE color space values observed for main effects or interactions over the “retail-like” storage display. Least squares means for beef patty L* and a* CIE color space values stratified by carcass treatment group × trimmings subgroup are shown in Table 6. There were no clear trends for differences in color space values related to carcass treatment group and trimmings subgroup combinations. Least squares means for beef patty a* CIE color space values stratified by color evaluation day × carcass treatment group are shown in Table 7. There were no differences (P > 0.05) among carcass treatment group in a* values within color evaluation day over the first 3 days of the color evaluation period. However, by d 4, cold carcasses having received the lactic acid intervention, had among the lowest a* values. Least squares means for beef patty a* CIE color space values stratified by color evaluation day × trimmings subgroup are shown in Table 8. The a* values for trimmings subgroups were similar within each color evaluation day for d 1, 2, and 3. However, on d 4 and 5, the patties from the lactic acid trimmings subgroup received among the lowest a* values. After the initial drop in a* values from d 1 to 3, patties produced from trimmings having received acidified sodium chlorite, maintained their color from d 3 to 5. The a* values for carcasses and trimmings having received lactic acid interventions were among the lowest when compared to other treatment combinations. This may be a result of the additive effect of applying lactic acid sequentially. Stivarius et al. (2002) noted that hot water and lactic acid treatments applied to fresh beef trimmings before grinding resulted in little difference in overall color and discoloration when compared to a control treatment over their color evaluation period. The same study also found that a* values decreased over the color evaluation period. These results are similar to those seen in this study. A decrease in a* values denotes a decrease in oxymyoglobin content and is shown by decreased redness of the product over the display period (Stivarius et al., 2002). Quilo et al. (2010) also noted decreasing a* values for antimicrobial treated ground beef versus the control over a 7-d color evaluation period, whereas Jimenez-Villarreal et al. (2003b) found no statistical difference in overall color among control and treated groups by the end of the 7-d display period. However, the use of varying antimicrobials as well as concentrations of those antimicrobials across studies might greatly impact the results regarding color over a color evaluation display period.
Least squares means for beef patty L* and a* CIE color space values over color evaluation period stratified by carcass treatment group × trimmings subgroup
| Carcass treatment group1 × trimmings subgroup2 | CIE color space values | |
| L* | a* | |
| Hot carcass = lactic acid | ||
| Acidified sodium chlorite | 51.7cdefg | 12.9abcd |
| Beefxide | 50.8fgh | 12.6abcd |
| Lactic acid | 51.9cdef | 12.1de |
| Control | 53.8a | 12.4abcde |
| Hot carcass = hot water and lactic acid | ||
| Acidified sodium chlorite | 49.9h | 13.4ab |
| Beefxide | 51.3efg | 13.3abc |
| Lactic acid | 51.7cdefg | 11.9de |
| Control | 52.3bcde | 12.5abcd |
| Hot carcass = hot water and lactic acid; cold carcass = lactic acid | ||
| Acidified sodium chlorite | 51.6defg | 12.8abcd |
| Beefxide | 52.8abcd | 10.6f |
| Lactic acid | 53.0abcd | 11.2ef |
| Control | 53.1abc | 12.4abcd |
| Hot carcass = hot water and lactic acid; cold carcass = acidified sodium chlorite | ||
| Acidified sodium chlorite | 52.9abcd | 12.6abcd |
| Beefxide | 50.2gh | 13.5a |
| Lactic acid | 53.6ab | 11.7def |
| Control | 52.1cdef | 12.7abcd |
| Hot carcass = hot water and lactic acid; cold carcass = Beefxide | ||
| Acidified sodium chlorite | 54.1a | 12.1cde |
| Beefxide | 51.9cdef | 12.8abcd |
| Lactic acid | 54.2a | 12.1bcde |
| Control | 52.3bcde | 12.4abcde |
| P > F | <0.0001 | 0.0101 |
| RMSE3 | 2.13 | 1.81 |
a–hMeans within the same column lacking a common letter differ (P < 0.05).
1Carcass treatments were applied to hot carcasses and cold forequarters before trimmings were generated: hot carcass lactic acid application only; hot water applied to hot carcasses followed by hot carcass lactic acid application; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter lactic acid spray; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter acidified sodium chlorite spray; and hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter Beefxide spray.
2Following carcass treatments, trimmings were assigned to one of four trimmings subgroups: acidified sodium chlorite, Beefxide, lactic acid or control. No antimicrobial intervention was applied to control trimmings.
3RMSE = Root mean square error from analysis of variance.
Least squares means for beef patty a* CIE color space values stratified by color evaluation day × carcass treatment group
| Carcass treatment group1 | Color evaluation day | ||||
| 1 | 2 | 3 | 4 | 5 | |
| Hot carcass = lactic acid | 16.7a | 14.0b | 10.6ef | 10.3efg | 10.9cdef |
| Hot carcass = hot water and lactic acid | 16.8a | 13.7b | 10.7def | 10.4ef | 12.2c |
| Hot carcass = hot water and lactic acid; cold carcass = lactic acid | 15.7a | 14.0b | 11.2cde | 8.9g | 8.9g |
| Hot carcass = hot water and lactic acid; cold carcass = acidified sodium chlorite | 16.8a | 13.9b | 10.7ef | 9.8fg | 12.1cd |
| Hot carcass = hot water and lactic acid; cold carcass = Beefxide | 16.5a | 14.2b | 10.9cdef | 9.8efg | 10.3efg |
| P > F | 0.0062 | ||||
| RMSE2 | 1.81 | ||||
a–gMeans lacking a common letter differ (P < 0.05).
1Carcass treatments were applied to hot carcasses and cold forequarters before trimmings were generated: hot carcass lactic acid application only; hot water applied to hot carcasses followed by hot carcass lactic acid application; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter lactic acid spray; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter acidified sodium chlorite spray; and hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter Beefxide spray.
2RMSE = Root mean square error from analysis of variance.
Least squares means for beef patty a* CIE color space values stratified by color evaluation day × trimmings subgroup
| Trimmings subgroup1 | Color evaluation day | ||||
| 1 | 2 | 3 | 4 | 5 | |
| Acidified sodium chlorite | 16.5a | 13.2c | 11.0def | 11.4de | 11.7d |
| Beefxide | 16.5a | 14.1bc | 10.8defg | 9.9fgh | 11.4de |
| Lactic acid | 16.2a | 14.1bc | 10.4efgh | 8.5i | 9.8gh |
| Control | 16.9a | 14.4b | 11.1de | 9.4hi | 10.6defg |
| P > F | 0.0013 | ||||
| RMSE2 | 1.81 | ||||
a–iMeans lacking a common letter differ (P < 0.05).
1Following carcass treatments, trimmings were assigned to one of four trimmings subgroups: acidified sodium chlorite, Beefxide, lactic acid or control. No antimicrobial intervention was applied to control trimmings.
2RMSE = Root mean square error from analysis of variance.
Overall, few significant relationships were noted between the combined effects of multiple interventions and consumer perception on ground beef quality. Consumer panel scores for overall liking, flavor liking, and beefy flavor liking attributes were significantly (P < 0.05) impacted by combined antimicrobial treatment effects (Table 9). There were no differences (P > 0.05) detected by consumers for level of beefy flavor, off-flavors, intensity of off-flavors, tenderness liking, and juiciness liking. The acidified sodium chlorite treated trimmings from the hot carcass = lactic acid carcass treatment group, had among the lowest sensory attributes when compared to the other treatments within the same carcass treatment group. However, the acidified sodium chlorite trimmings for the remaining carcass treatment groups were similar for at least the overall liking ratings. Bosilevac et al. (2004) noted similar findings in a study using acidified sodium chlorite as an antimicrobial for ground beef products and stated that a lower dosage of the antimicrobial reduced the negative organoleptic effects. For the remaining treatment combinations, few differences were detectable by consumers.
Least squares means for consumer sensory scores of beef patties stratified by carcass treatment group × trimmings subgroup
| Carcass treatment group2 × trimmings subgroup3 | Beef patty sensory attributes1 | ||
| Overall liking | Flavor liking | Beefy flavor liking | |
| Hot carcass = lactic acid | |||
| Acidified sodium chlorite | 5.3d | 5.4d | 5.4d |
| Beefxide | 6.8a | 6.7a | 6.7ab |
| Lactic acid | 6.6abc | 6.3abc | 6.4abc |
| Control | 6.2abc | 5.9abcd | 6.1abcd |
| Hot carcass = hot water and lactic acid | |||
| Acidified sodium chlorite | 6.2abcd | 5.6cd | 5.9abcd |
| Beefxide | 6.4abc | 6.4abc | 6.4abc |
| Lactic acid | 6.7ab | 6.5ab | 6.7ab |
| Control | 6.6abc | 6.4abc | 6.7ab |
| Hot carcass = hot water and lactic acid; cold carcass = lactic acid | |||
| Acidified sodium chlorite | 6.8ab | 6.7a | 6.6abc |
| Beefxide | 5.7cd | 5.6bcd | 5.9bcd |
| Lactic acid | 6.8ab | 6.8a | 6.7a |
| Control | 6.6abc | 6.4abc | 6.4abc |
| Hot carcass = hot water and lactic acid; cold carcass = acidified sodium chlorite | |||
| Acidified sodium chlorite | 6.0abcd | 6.1abcd | 6.1abcd |
| Beefxide | 6.0abcd | 6.2abcd | 6.2abcd |
| Lactic acid | 6.4abc | 6.4abc | 6.6ab |
| Control | 6.5abc | 6.2abcd | 6.5abc |
| Hot carcass = hot water and lactic acid; cold carcass = Beefxide | |||
| Acidified sodium chlorite | 6.5abc | 6.3abcd | 6.4abc |
| Beefxide | 6.1abcd | 5.9abcd | 6.4abc |
| Lactic acid | 5.8bcd | 5.6bcd | 5.7cd |
| Control | 6.2abcd | 6.2abcd | 6.8ab |
| P > F | 0.0190 | 0.0246 | 0.0313 |
| RMSE4 | 1.88 | 1.94 | 1.84 |
a–dMeans within the same column lacking a common letter differ (P < 0.05).
1Overall liking (1 = dislike extremely; 9 = like extremely), flavor liking (1 = dislike extremely; 9 = like extremely), and beefy flavor liking (1 = dislike extremely; 9 = like extremely).
2Carcass treatments were applied to hot carcasses and cold forequarters before trimmings were generated: hot carcass lactic acid application only; hot water applied to hot carcasses followed by hot carcass lactic acid application; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter lactic acid spray; hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter acidified sodium chlorite spray; and hot water applied to hot carcasses followed by hot carcass lactic acid application, followed by a pre-fabrication cold forequarter Beefxide spray.
3Following carcass treatments, trimmings were assigned to one of four trimmings subgroups: acidified sodium chlorite, Beefxide, lactic acid or control. No antimicrobial intervention was applied to control trimmings.
4RMSE = Root mean square error from analysis of variance.
Of the 33 attributes outlined in the trained panel ballot, panelists detected only 18 attributes over the course of this study (Table 10). Trained panelists were not able to detect the following attributes: barnyard, bleu cheese, chemical, chocolate/cocoa, fishy, green-hay like, liver-like, medicinal, musty-moldy/hummus, paint-like, refrigerator stale, smoky wood, sour aromatics, spoiled, and warmed-over. However, scores for fat-like were impacted by trimmings subgroup (P = 0.0391), with patties from the Beefxide trimmings subgroup receiving less intense ratings compared to those from lactic acid and acidified sodium chlorite, but not differing from the control. Additionally, scores for cardboardy were impacted (P < 0.0001) by the interaction of carcass treatment × trimmings subgroup (data not shown in tabular form). Although these patties were frozen immediately after production and thawed for approximately 18 h before each trained panel session, cardboardy attributes are typically considered indicators of oxidative rancidity. Further, on a 16-point scale (0 = attribute not detected; 15 = strong presence of attribute) panelists did not rate this attribute higher than a 3, with mean scores of 0.088 for cardboardy. Because attributes that showed significance returned low mean scores, there was no reason to believe that the antimicrobial intervention combinations impacted patty quality. Jimenez-Villarreal et al. (2003a) found that trained panelists were not able to detect any differences for beef flavor and off flavor when comparing ground beef patties treated with multiple hurdle interventions and a control group, which supports current findings. The lack of differences noted by trained panelists across different studies suggests that multiple hurdle interventions can be used without negatively impacting taste attributes for ground beef.
Mean responses for sensory attributes detected by trained panelists1
| Attributes | Overall mean | Standard deviation | Minimum | Maximum |
| Beef identity | 6.0 | 0.51 | 4.8 | 7.2 |
| Bitter | 0.7 | 0.33 | 0.2 | 1.6 |
| Bloody/serumy | 0.9 | 0.49 | 0 | 2.4 |
| Brown/roasted | 2.1 | 0.78 | 0.2 | 3.5 |
| Burnt | 0.4 | 0.53 | 0 | 2.8 |
| Cardboardy | 0.1 | 0.16 | 0 | 0.6 |
| Dairy | 0.2 | 0.30 | 0 | 1.2 |
| Fat-like | 3.1 | 0.43 | 2.0 | 4.2 |
| Heated oil | 0.1 | 0.25 | 0 | 1.0 |
| Lactic acid | 0.1 | 0.20 | 0 | 1.0 |
| Metallic | 1.1 | 0.29 | 0.6 | 2.0 |
| Overall sweet | 0.6 | 0.30 | 0 | 1.4 |
| Rancid | 0.1 | 0.26 | 0 | 1.2 |
| Salty | 1.2 | 0.25 | 0.6 | 1.8 |
| Sour dairy | 0.1 | 0.22 | 0 | 0.8 |
| Sour | 0.9 | 0.55 | 0 | 2.2 |
| Sweet | 0.3 | 0.19 | 0 | 0.8 |
| Umami | 0.1 | 0.16 | 0 | 0.8 |
1Trained panelists evaluated samples using a 16-point universal scale with 0 = none and 15 = extremely intense for attributes. Of the 33 attributes outlined in the ballot, only 18 were detected by trained panelists.
Beef safety and quality are continuous challenges for the meat industry. With foodborne pathogens being of utmost concern, antimicrobial interventions are commonly used as a method to reduce the prevalence of pathogenic bacteria throughout the beef production process. Multiple hurdle antimicrobial intervention strategies are commonly employed in all facets of beef product manufacturing to ensure the highest level of food safety possible. In general, findings from this study show that food safety interventions, while effective in reducing microbiological counts on product surfaces, have minimal negative impacts on beef patty quality.
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