Source: UTAH STATE UNIVERSITY submitted to NRP
IMPROVING THE MICROBIAL QUALITY OF MILK BY COMBINING A NOVEL TECHNOLOGY, ULTRASOUND, WITH PASTEURIZATION
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1007858
Grant No.
2016-67017-24609
Cumulative Award Amt.
$297,452.00
Proposal No.
2015-05965
Multistate No.
(N/A)
Project Start Date
Dec 15, 2015
Project End Date
Dec 14, 2019
Grant Year
2016
Program Code
[A1361]- Improving Food Quality
Recipient Organization
UTAH STATE UNIVERSITY
(N/A)
LOGAN,UT 84322
Performing Department
Nutrition Dietetics & Food Sci
Non Technical Summary
The long-term goal of this project is to develop a novel thermosonication processing technology to achieve an extended shelf life of 6-8 weeks for milk without an increase in HTST pasteurization conditions with the aim of maintaining product quality. In objective 1, we will acquire a fundamental knowledge of the interaction of temperature, time, and sonication on the destruction of thermophilic/thermoduric vegetative microbes and spores in milk. Microbial reduction at optimal as well as realistic processing conditions will be determined. These conditions will be verified in objective 2 using a bench scale thermosonication system (up to 1 L/min with 35 sec sonication residence time) to determine the influence of flow-through thermosonication on microbial reduction. Changes in physio-chemical milk properties (color, pH, viscosity, oxidized lipids, sulfur compounds) will be determined and milk will be analyzed for free fatty acids, hydrolyzed protein, and surviving microbes over an 8 week shelf life as quality indicators. We will then integrate a sonicator into our USDA-inspected dairy processing plant for verification of enhanced shelf life and quality of milk at pilot scale using a flow rate of 1.7 L/min (10.6 second sonication residence time) (Objective 3). Consumer sensory analysis on thermosonicated, pilot scale processed milk will be conducted over an 8 week shelf life to verify consumer acceptance and will be correlated to shelf life quality analysis. This advanced food processing technology will lead to a U.S. milk supply with improved quality and shelf life that will be more competitive in the world market.
Animal Health Component
25%
Research Effort Categories
Basic
75%
Applied
25%
Developmental
(N/A)
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
50134501000100%
Goals / Objectives
The goal of this project is to develop and verify an enhanced processing technology (thermosonication) to improve the quality and extend the shelf life of milk with the aim to achieve a shelf life of 6-8 weeks without an increase in high-temperature short-time pasteurization temperatures or times.Hypothesis: The use of sonication coupled with thermal treatment of milk will reduce the thermophilic spoilage population allowing for an extended shelf life and improved quality.Objective 1.RSM will be used to characterize the impact of ultrasound in batch systems with milk by determining the influence of time, temperature and ultrasound power conditions that result in the optimal destruction of representative thermoduric/thermophilic microbes (Geobacillus sterothermophilus, Bacillus lichenformis, and Bacillus subtilis) and spores (G. sterothermophilus and B. subtilis) and to be able to create predictive models for microbe inactivation at shorter sonication times. The optimal conditions, as well as practical sonication conditions (<35 sec sonication times) will then be used to treat milk and the expected vs. actual microbial destruction will be compared. Milk samples treated at the optimal conditions will be assayed for color, pH, viscosity, oxidized lipids, sulfur compounds and surviving microbes. The use of documented thermophilic milk spoilage organisms will be used to strengthen the proposal as suggested by the reviewers.Objective 2. Microbial reduction of representative thermoduric/thermophilic microbes and spores in milk will be determined with a laboratory scale continuous flow system comprised of a flow-through sonicator with a plate exchange pasteurizer. The optimal conditions determined from objective 1 with the listed microbes will be used. The variables will be the flow rate and location of the sonicator. The flow rates will be between 0.5 and 1.0 L/min (sonication residence times of 35 to 20 seconds) and 2 sonicator locations, pre- and post-pasteurizer. With conditions that result in maximum microbial reduction, samples will be analyzed for shelf life attributes (free fatty acids, hydrolyzed protein, surviving microbes and spores) as well as color, pH, viscosity, oxidized lipids and sulfur compounds weekly over 8 weeks.Objective 3.Reduction of microbes in milk will be determined during pilot scale thermosonication of milk. We will use an Alfa-Laval pilot scale heat exchange system located in our USDA inspected dairy plant that has a maximum flow rate of 100 L/hr (1.7 L/min) (10.6 sec sonication residence time). A high-throughput sonicator will be installed in the dairy plant in a location determined based on the results of objective 2. The pasteurization heat exchanger will be set to at least 72°C (depending on the flow rate to achieve approved pasteurization conditions). Samples will be analyzed by consumer sensory panels and for shelf life attributes weekly over 8 weeks.
Project Methods
This research will determine the optimal sonication conditions for the destruction of thermoduric bacterial cells and bacterial spores in skim milk during continuous-flow thermal processing. We will conduct shelf life and sensory analysis on thermosonicated milk processed in our USDA inspected dairy plant to verify consumer acceptance of the products.Objective 1: proposed activities (conducted from 1 to 12 months) RSM will be used to characterize the impact of ultrasound in batch systems with milk by determining the influence of time, temperature and ultrasound power conditions that result in the optimal destruction of representative thermoduric/thermophilic microbes (Geobacillus sterothermophilus, Bacillus lichenformis, and Bacillus subtilis) and spores (G. sterothermophilus and B. subtilis) and to be able to create predictive models for microbe inactivation at shorter sonication times. Microbes will be individually inoculated into sterile milk at 104 to 106 cfu/mL. The optimal conditions, as well as practical sonication conditions (<35 sec sonication times) will then be used to treat milk and the expected vs. actual microbial destruction will be compared. Milk samples treated at the optimal conditions will be assayed for color, pH, viscosity, oxidized lipids, sulfur compounds and surviving microbes. Specifically the samples will be analyzed for total plate count (incubation at 30°C for 48 hr), mesophilic bacteria (incubation at 37°C for 48 h) and thermotolerant bacteria (incubation at 55°C for 48 h). Spore enumeration will be done by first heating milk to 80°C for 10 minutes followed by plating and incubating at 55°C for 48 h.Objective 2: proposed activities (conducted from 12 to 24 months) Ultrapasteurized milk inoculated with the organisms listed in objective 1 will be treated in a laboratory scale continuous flow system comprised of a flow-through sonicator with a plate heat exchange (PHE) pasteurizer (Figure 2) which is housed in a soundproof box. The sonicator is a Hielscher UIP500 W hd with a 260 mL volume flow cell and a ¾ inch probe. The PHE is comprised of 10 Alpha Lavel 4 x 12 inch plates and the frame and pressure plates were locally sourced and custom-manufactured to fit the dimensions of the PHE plates. All materials are of stainless steel and of sanitary design to allow processing of liquid foods and the tubing is neoprene. Flow of product through the PHE and sonicator is accomplished with a peristaltic pump (Masterflex pump, Cole Parmer) to achieve flow rates from 0.5 to 1 L/min (sonication residence times of 35 to 20 seconds). A water bath and sterile water are used to heat the PHE pasteurizer and flow cell to the desired temperature (73°C) before substituting with milk. A typical volume used in this system is 3 L. The optimal conditions of power level determined from objective 2 will be used (which will probably be the maximum amplitude for the system). The variables will be flow rate and location of the sonicator. The flow rates will be 0.5, 0.75 and 1 L/min and there will be 2 sonicator locations tested, pre and post pasteurizer.Ultrapasteurized milk will obtained from USU Dairy product lab and will be heated to 65°C before inoculation with the organisms as described in Objective 1. Samples will be treated at each flow-rate/sonicator site/microbe (3 x 2 x 5 microbes = 30 runs) and will be analyzed for bacteria and spore counts as appropriate. The temperature and sonicator position that results in the greatest microbial destruction will be used to treat milk for a shelf life study, with samples analyzed on day 0 and weekly thereafter up to 8 weeks for microbes (as described above) color, pH, viscosity, oxidized lipids, sulfur compounds, free fatty acids, and hydrolyzed protein.Objective 3: proposed activities (conducted from 24 to 36 months) The use of sonication will be studied during pilot scale thermal processing of milk. We will use an Alfa-Laval pilot scale heat exchange system located in our USDA inspected dairy plant. This system has two pre-heat exchangers and a maximum flow rate of 100 L/hr (1.7 L/min resulting in a 10.6 sec sonication residence time). A high-throughput sonicator (Hielscher, UIP 1000hdT, Ringwood, NJ) will be installed in either a pre-pasteurization or post-pasteurization position the dairy plant. The pasteurization heat exchanger will be set to at least 72°C for milk. These temperatures will depend on the flow rate needed to achieve approved pasteurization conditions. Three or more runs of milk will be treated by thermosonication. Microbes in milk samples will be enumerated as described in Objective 1 and shelf life attributes changes over the 8 week shelf life as described in objective 2 will be done.Pasteurized and thermosonicated milk will be assessed by a consumer sensory panel over the 8 week shelf life. No inoculations of milk with spores or bacteria will be done for sensory analysis, and we will not allow the indigenous bacteria to grow. Milk that has been thermally processed without sonication will be used as controls. Samples will be analyzed weekly over the 8 week shelf life as described in objective 2.

Progress 12/15/15 to 12/14/19

Outputs
Target Audience:Food scientists and the dairy industry Changes/Problems:None What opportunities for training and professional development has the project provided?I trained two undergraduates (Logan Sherman and Jeffrey Jarman) and two graduate students (Vidita Deshpande and Namhyeon Park) on laboratory techniques required to confuct this research. How have the results been disseminated to communities of interest?I have two peer reviewed publications (2016 and 2020), two international presentations (2020) and one regional presentation related to this research (2019). What do you plan to do during the next reporting period to accomplish the goals?This project has been completed

Impacts
What was accomplished under these goals? Thermophilic bacteria and spores survive pasteurization and reduce milk and milk product quality. This research investigated the use of thermosonication (sonication combined with heat) as a processing treatment for milk to reduce the thermophilic spoilage microbial population allowing for an extended shelf live and improved quality without affecting milk properties. The first objective was to evaluate the effect of thermosonication in batch and a continuous flow system on the survival of thermophilic and indigenous milk microflora. The second objective was to evaluate the effect of thermosonication in a continuous pilot scale flow system that simulated high-temperature short-time (HTST) pasteurization on the shelf life and sensory properties of milk. Vegetative cells and spores of Geobacillus stearothermophilus, Anoxybacillus flavithermus, and Bacillus subtilis (spores only) were treated with either heat alone or thermosonication in a batch system from 0-120 s to identify microbial reduction in tryptic soy broth and 2% fat milk at 72 and 73 C. Thermosonication reduced the number of vegetative cells and spores of all organisms in both solutions as compared to the application of heat alone. D-values for vegetative cells were calculated and were reduced after thermosonication particularly for G. stearothermophilus. Maximum reduction in vegetative cells was 1 log after 30-45 s. Maximum log reduction in thermophilic spores was ≤ 0.2 after 120 s of thermosonication, which may not have a significant effect on overall quality of milk and milk products in scale up systems. The effect of thermosonication along with heat in a lab-scale continuous system on the survival of G. stearothermophilus inoculated into sterile milk and indigenous microbes in raw milk was evaluated using a plate heat exchanger (PHE) and a flow-through sonicator, both set at 72C with control samples flowing through the system with the sonicator off. Additionally, the location of the sonicator, pre or post PHE, was investigated with G. stearothermophilus cells. Two different flow rates resulted in two settings (setting 1: 27.7 s total heating time with or without 11.9 s of sonication; setting 2: 20.3 s total heating time with or without 7.1 s of sonication). Thermosonication in a lab-scale continuous system increased the log reductions for G. stearothermophilus cells which was dependent on the residence times in the PHE and sonicator. However, the effect of thermosonication overall was not significant. Longer residence times (setting 1), showed higher reductions of G. stearothermophilus cells, with log reductions ranging between 0.45-0.54 for treatments as compared to 0.25-0.37 for control. The position of the sonicator (before or after the PHE) did not have a significant effect on control and treatment (within each setting) log reductions of G. stearothermophilus. Thermosonication significantly decreased the indigenous microflora in milk as compared to heat alone at both settings. Longer residence times (setting 1) had significantly higher log reductions at week 0, and treatment samples had significantly higher reductions than control during storage time at both the settings. Thermosonication was integrated into a high-temperature short time pasteurization system which included a pre-heat PHE (set at 80°C), a PHE set at 75°C followed by a 15 s hold (pasteurization conditions), a flow through sonicator (11 s resident time, set at 73°) and a cooling PHE set at 0°C. Control samples flowed through the system with the sonicator turned off. Raw whole milk was passed through this system and evaluated for microbial count, pH, casein/total protein (CN/TP) content, and free fatty acids (FFA). The average microbial count was significantly lower for thermosonication samples as compared to control after treatment and during shelf life. Control samples showed signs of curdling at 4 weeks while the treatment samples showed no signs of curdling at 6 weeks. The pH, CN/TP content, and FFA content for both control and thermosonication were not significantly different after processing, but pH and CN/TP decreased during the shelf life while FFA content increased. Thermosonication samples had significantly higher pH values as compared to control at respective weeks. Lower FFA values and higher CN/TP values were observed for thermosonication samples during shelf life as compared to control which is related to the microbial count as discusses above. The effect of thermosonication on consumer liking was evaluated using the sonication system described above without the PHE, just flowing through the sonicator. Commercial pasteurized 2% fat milk was preheated to 70°C in a water bath before flowing through the sonicator for a heat only or thermosonication at 11 s at 72°C. The first consumer panel was conducted 24 hrs after milk treatment. Control samples were rated significantly higher by the panelists than thermosonication samples for all attributes (overall appearance, smell, flavor and overall liking), except for color. Overall panelists thought that the control samples, had a slightly cooked flavor and were not as sweet. Whereas, treatment samples tasted more cooked with notes of maltiness, smokiness, and a strange after taste. To investigate the aftertaste further, a focus group was conducted with 6 panelists over a period of 6 days and the cooked flavor was found to be absent at day 4. A second consumer panel was designed where samples from day 1 and day 4 were used for both control and treatment. Panelists were asked to indicate their liking for all the four samples for flavor and overall liking. There were significant differences between the control and treatment milks on day 1, but no significant differences were observed on day 4 between the samples. All the titanium concentrations were at normal background content in control and treatment for bovine milk. Thus, the off flavors detected in the consumer panel could not have been due to deterioration of the titanium tip used in the sonication assembly leading to dissolution in the milk. Thermosonication in a continuous system coupled with pasteurization conditions successfully improved the shelf life attributes of whole milk during storage as compared to pasteurization alone which could potentially increase the shelf of milk by 2 weeks. The average microbial count was lower for thermosonicated samples as compared to control throughout its shelf life. Shelf life of control and thermosonication samples was estimated to be 4 and 6 weeks, respectively. The pH of milk for both control and treatment were not significantly different immediately after processing, but decreased during the shelf life, with thermosonicated samples having significantly higher pH values as compared to control at respective weeks. The FFA content increased over shelf life with thermosonication samples having significantly lower FFA at the end of the shelf life. The first consumer panel showed significantly lower scores for overall appearance, smell, flavor, and overall liking of treatment samples but not for color. Panelists commented on thermosonication samples having an off flavor, which when further investigated in a focus group seemed to decline after 2-4 days. The second consumer panel performed on control and treatment samples on day 1 and day 4 after processing showed no significant difference between treatment samples on day 4 as compared to control samples on day 1 and 4.Therefore, application of thermosonication in a continuous system using practical residence times (10-15 s) coupled with pasteurization may improve the overall milk quality and potentially increase the shelf life of milk. Future studies should focus on investigating thermosonication conditions for industrial applications and changes in sensory attributes in scale up systems.

Publications

  • Type: Journal Articles Status: Published Year Published: 2018 Citation: Deshpande, V. K., & Walsh, M. K. (2018, January). Effect of sonication on the viscosity of reconstituted skim milk powder and milk protein concentrate as influenced by solids concentration and temperature. International Dairy Journal., 78, 122-129.
  • Type: Journal Articles Status: Published Year Published: 2016 Citation: Walsh, M. K., & Beatty, N. (2016, May). Influence of thermosonication on Geobacillus stearothermophilus inactivation in skim milk. International Dairy Journal., 61, 10-17
  • Type: Conference Papers and Presentations Status: Other Year Published: 2019 Citation: Presentations Deshande, V. (Presenter & Author), Walsh, M. K. (Author Only), American Dairy Science Association, "Effect of sonication combined with heat to improve the microbial quality of milk," American Dairy Science Association, Ohio. (June 2019)
  • Type: Conference Papers and Presentations Status: Other Year Published: 2019 Citation: Presentations Deshpande, V. (Presenter & Author), Walsh, M. K. (Author Only), American Dairy Science Association, "Effect of thermosonication in a batch system on the survival of thermophilic bacteria in milk," American Dairy Science Association, Ohio. (June 2019)
  • Type: Conference Papers and Presentations Status: Other Year Published: 2019 Citation: Presentations Vidita, D. (Presenter & Author), Walsh, M. K. (Author Only), Bonneville Section of IFT Regional Meeting, "Effect of thermosonication to improve the microbial quality of milk," Bonneville Section of IFT Regional Meeting, Salt Lake City, UT. (April 2019)
  • Type: Conference Papers and Presentations Status: Other Year Published: 2018 Citation: Presentations Walsh, M. K., Deshpande, V. K. (Author Only), American Society of Nutrition, USDA/NIFA, "Application of ultrasound with pasteurization to improve the microbial quality of milk," American Society of Nutrition, USDA/NIFA, Boston MA. (June 8, 2018)


Progress 12/15/17 to 12/14/18

Outputs
Target Audience:Food scientists and the dairy industry Changes/Problems:I received a one year extension on this project. It now has an end date of December 2019. No other delays are expected. What opportunities for training and professional development has the project provided?I have trained one undergraduate researcher (Jeffrey Jarman) and one graduate student (Vidita Deshpande) on the laboratory techniques required to conduct this research. How have the results been disseminated to communities of interest?I have two publications related to this research that are published in international peer-reviewed journals and I attended one international meeting to present this research. What do you plan to do during the next reporting period to accomplish the goals?We will complete Objective 2 during the first half of the 2019 year and also conduct the sensory analysis described in Objective 3 also in 2019.

Impacts
What was accomplished under these goals? Accomplishments for 2018. A continuous flow system consisting of a plate heat exchanger (PHE) and a sonicator (SON) with a 261 mL flow-through cell, and a masterflex pump were used for the thermosonication experiments. Initial experiments used sterile 2% fat milk inoculated with Geobacillus stearothermophilus (GS). Three different flow rates resulting in different residence times were used including Setting 1: 0.83 L/min, 15.8 s pasteurization (PAS), 18.8 s SON, Setting 2: 1.28 L/min, 13.2 PAS, 12.8 SON, Setting 3: 1.8 L/min, 12.1 PAS, 8.1 SON. The placement of the PHE was before and after the SON and plate counts were used to determine microbial reduction. PAS alone reduced the microbial count, but the reduction was not significant. There was an increase in microbial reduction with longer residence times (Setting 1). SON and PAS combined significantly reduced the microbial count with higher microbial reductions with an increase in residence times (Setting 1). Position of the PHE did not have a significant effect on reduction of GS cells; therefore we have the PHE before the SON for continued experiments. To determine the effects of thermosonication on the reduction of indigenous microbes in milk, 5 L of raw milk obtained from Utah State University's dairy processing plant was left at room temperature to increase the microbial load and treated at Settings 1 and 2. Aliquots were stored at 4 C in sterile containers for 6 weeks and microbial counts were done weekly. Thermosonication had higher log reductions as compared to pasteurization. Samples with PAS only had drastically higher microbial growth after 2 weeks as compared to thermosonicated samples. We also Ran 5 L of raw milk on the collection day with Settings 1 and 2 conducted microbial counts up to 7 weeks of storage at 4 C. Raw milk treated at Setting 1 showed greater than a 2 log reduction with thermosonication as compared with PAS alone that showed a l log reduction. On average, milk treated with thermosonication had lower microbial counts than milk treated with only PAS. Milk treated at Setting 1 had significantly lower microbial counts than milk treated at Setting 2. For all treatments, storage time had a significant effect with higher microbial counts upon storage at 4 C. We are in the process of analyzing the milk for free fatty acids and the nitrogen distribution.

Publications

  • Type: Journal Articles Status: Published Year Published: 2018 Citation: Deshpande, V. K., & Walsh, M. K. (2018, January). Effect of sonication on the viscosity of reconstituted skim milk powder and milk protein concentrate as influenced by solids concentration and temperature. International Dairy Journal., 78, 122-129
  • Type: Conference Papers and Presentations Status: Other Year Published: 2018 Citation: Walsh, M. K., Deshpande, V. K. (Author Only), American Society of Nutrition, USDA/NIFA, "Application of ultrasound with pasteurization to improve the microbial quality of milk," American Society of Nutrition, USDA/NIFA, Boston MA. (June 8, 2018)


Progress 12/15/16 to 12/14/17

Outputs
Target Audience:Food scientists and the dairy industry Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?I have trained two undergraduate researchers (Logan Sherman and Jeffrey Jarman) and one graduate student (Vidita Deshpande) on the laboratory techniques required to conduct this research. How have the results been disseminated to communities of interest?I have one publication related to this research that is published in an international peer-reviewed journal in 2016 and attended the international meeting, American Dairy Science Association and a regional Institute of Food Technologists meeting in 2017 with poster presentations. What do you plan to do during the next reporting period to accomplish the goals?We will move into the Objective 2 during the 2018 year and also conduct the sensory analysis described in Objective 3.

Impacts
What was accomplished under these goals? We have continued research associated with objective 1. We investigated the effects of temperature and time on the inactivation of Geobacillus stearothermophilus (GS) and Anoxybacillus flavithermus (AF). We acquired a strain of AF from New Zealand where this organism is commonly found in dry dairy powders and in biofilms associated with dairy processing equipment. It has a growth range of 37 to 75 C, which is the same as for GS and the vegetative cells of both are known to survive pasteurization. We determined D values (the time required to kill 90% of organisms or 1 log reduction) at both 72 and 73 C in both growth media and 2% fat milk for GS. D values were determined without, and with sonication in batch using 5 ml in a 10 ml double walled glass cylinder to maintain temperature and sonicated with a 0.32 mm diameter probe. Plate counts were used to determine D values. The D value of GS at 72 C in media was 91.37 sec without sonication and 16.37 sec with sonication. Similar values of 119.45 sec and 16.61 sec without and with sonication were observed in 2% fat milk. The D values at 73 C were similar also, with D values of 87.82 sec and 86.12 without sonication in media and milk respectively and 16.16 sec and 11.95 sec with sonication in media and milk respectively. D values for AF were similar to GS at 72 C with values of 121.5 and 124.8 without sonication in media and milk respectively. For AF, D values were 17.3 and 18.2 with sonication in media and milk respectively. The data shows that pasteurization at 72 C for 15 sec will not result in a loss of GS and AF vegetative cells while thermosonication at 72 C for 15 sec will kill approximately 90% of the vegetative cells.

Publications


    Progress 12/15/15 to 12/14/16

    Outputs
    Target Audience:Target Audience Food scientists and the dairy industry Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?Opportunities I have trained two undergraduate researchers (Logan Sherman and Jeffrey Jarman) on the laboratory techniques required to conduct this research. How have the results been disseminated to communities of interest?Dissemination I have one publication related to this research that was published in an international peer-reviewed journal in 2016. What do you plan to do during the next reporting period to accomplish the goals?Plan of Work We will continue with the research related to objective 1 in 2017. I expect a new graduate student to start in spring to contribute to the research effort.

    Impacts
    What was accomplished under these goals? Accomplishments We have initiated research associated with objective 1. We investigated the effects of temperature and time on the inactivation of Geobacillus stearothermophilus (GS) in 2% fat milk. The log reductions of microbes with the treatments ranging from 21 to 65 C and sonication times from 10 to 60 seconds were determined. The highest log reduction (1 cfu) was observed at 65 C with 60 sec sonication. Overall, there were higher log reductions with the higher temperature and longer sonication times. ANOVA and regression analysis was done to determine the significance of each variable and to fit the data to a predictive mathematical model. Temperature was the most significant variable on bacterial reduction followed closely by sonication time, and the interaction of time and temperature third. The predicted mathematical model was determined by regression analysis of the data. The lack of fit error was insignificant for the model and the coefficient of determination (R2) for the predictive model was 97.43%, suggesting a good fit. Thus the response was sufficiently explained by the model. A three dimensional response surface plot showed the graphical representation of the regression equation. In the plot, increasing the temperature and sonication time resulted in greater increase reduction of GS cells. Additionally, conditions which showed maximum reduction of GS in 2% fat milk (65 C and sonication for 60 sec) was done with GS in skim and whole milk. Log reductions were slightly, but not significantly higher than values observed in 2% fat milk.

    Publications

    • Type: Journal Articles Status: Published Year Published: 2016 Citation: Walsh, M. K., Beatty, N. (2016). Influence of thermosonication on Geobacillus stearothermophilus inactivation in skim milk. International Dairy Journal., 61, 10-17.