Submitted:
27 March 2024
Posted:
29 March 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Study Design, Sample Size and Sampling Technique
2.3. Collection of Laboratory Sample, Transportation and Storage
2.4. Activation of LPS in Raw Milk
2.5. Experimental Trial and Procedure
2.6. Validation of Pasteurization Method
2.7. Pasteurization and Shelf-Life Evaluation of Pasteurized Milk
2.8. Assessment of Microbiological Quality of Milk
2.8.1. Total Bacterial Count (TBC)
2.8.2. Enumeration of Total Coliform Count (TCC) and E. coil
2.9. Determination of Milk Quality Indicators
2.9.1. Determination of pH
2.9.2. Determination of Titratable Acidity (TTA)
2.9.3. Clot on Boiling (COB) Test
2.9.4. Determination of Alcohol Test
2.9.5. Determination of Thiocyanate Concentration
2.9.6. Methylene Blue Reduction Test (MBRT)
2.9.7. Resazurin Reduction Test (RRT)
2.10. Statistical Analysis
3. Results
3.1. Effect of LPS on Microbiological Quality of Raw Milk along Dairy Value Chain
3.1.1. Effect of LPS on Microbiological Quality of Producer’s Milk
3.1.2. Effect of LPS on Microbiological Quality of Collector’s Milk
3.2. Effect of LPS on Microbiological Shelf Life of Pasteurized Milk
3.2.1. Effect of LPS on TBC and TCC of Pasteurized Milk
3.3. Comparison of Microbiological Quality with Ethiopian Standards
3.4. Effect of LPS on Quality Test of Raw Milk along Dairy Value Chain
3.4.1. pH, TTA and Thiocyanate Concentration
3.4.2. Alcohol and COB test
3.4.3. RRT
3.4.4. MBRT
3.5. Effect of LPS on Keeping Quality of Pasteurized Milk
3.5.1. Effect of LPS on pH and TTA of Pasteurized Milk
4. Discussion
4.1. Effect of LPS on Microbiological Quality of Producer’s Milk
4.2. Effect of LPS on Microbiological Quality of Collector’s Milk
4.3. Effect of LPS on Microbiological Shelf Life of Pasteurized Milk
4.4. Effect of LPS on Quality of Producer’s Milk
4.5. Effect of LPS on Quality of Collector’s Milk
4.6. Effect of LPS on Keeping Quality of Pasteurized Milk
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
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| Study site | Treatments | Producers | Collectors | Factories | Total | |||
| MM | OM | MM | OM | MM | OM | |||
| Selale | Activated | 10 | 10 | 5 | 5 | 1 | 1 | 32 |
| Control | 10 | 10 | 5 | 5 | 1 | 1 | 32 | |
| Holeta | Activated | 10 | 10 | 5 | 5 | 1 | 1 | 32 |
| Control | 10 | 10 | 5 | 5 | 1 | 1 | 32 | |
| Asella | Activated | 10 | 9 | 5 | 5 | 1 | 1 | 32 |
| Control | 10 | 9 | 5 | 5 | 1 | 1 | 32 | |
| D/zeyit | Activated | 9 | 9 | 5 | 5 | 1 | 1 | 30 |
| Control | 9 | 9 | 5 | 5 | 1 | 1 | 30 | |
| Total | 78 | 76 | 40 | 40 | 8 | 8 | 250 | |
| Value chain | Bacteria | Sampling time | N | Treatment | Mean | Std. Err. | Pr(|T| > |t|) | Pr(T > t) |
| Producers | Log10 TBC | Morning | 39 | Control | 6.73 | 0.18 | 3.60 | 0.0003 |
| 39 | Activated | 5.79 | 0.19 | |||||
| Overnight | 38 | Control | 7.31 | 0.16 | 3.21 | 0.001 | ||
| 38 | Activated | 6.55 | 0.17 | |||||
| Log10 TCC | Morning | 39 | Control | 4.70 | 0.17 | 3.75 | 0.0002 | |
| 39 | Activated | 3.77 | 0.18 | |||||
| Overnight | 38 | Control | 5.04 | 0.29 | 2.1 | 0.0196 | ||
| 38 | Activated | 4.19 | 0.29 | |||||
| Log10 E. coli | Morning | 39 | Control | 0.84 | 0.25 | 2.53 | 0.0067 | |
| 39 | Activated | 0.18 | 0.09 | |||||
| Overnight | 38 | Control | 0.52 | 0.18 | 2.94 | 0.0022 | ||
| 38 | Activated | 0.00 | (omitted) | |||||
| Collectors | Log10 TBC | Morning | 20 | Control | 6.99 | 0.12 | -4.8415 | 1E-05 |
| 20 | Activated | 6.15 | 0.13 | |||||
| Overnight | 20 | Control | 7.78 | 0.16 | -3.3851 | 0.0008 | ||
| 20 | Activated | 6.96 | 0.18 | |||||
| Log10 TCC | Morning | 20 | Control | 5.63 | 0.11 | -5.5696 | 1E-05 | |
| 20 | Activated | 4.63 | 0.14 | |||||
| Overnight | 20 | Control | 6.41 | 0.11 | -6.3428 | 1E-05 | ||
| 20 | Activated | 5.27 | 0.14 | |||||
| Log10 E. coli | Morning | 20 | Control | 0.93 | 0.31 | -2.1134 | 0.0206 | |
| 20 | Activated | 0.20 | 0.16 | |||||
| Overnight | 20 | Control | 0.63 | 0.25 | -2.4986 | 0.0085 | ||
| 20 | Activated | 0.00 | (omitted) |
| Quality | Value chain | Sampling time | Treatment | N | N (% of passes) | p-value |
| TBC | Producers | Morning | Activated | 39 | 20 (51%) | 0.04 |
| Control | 39 | 11 (28%) | ||||
| Overnight | Activated | 38 | 15 (40%) | 0.02 | ||
| Control | 38 | 6 (16%) | ||||
| Collectors | Morning | Activated | 20 | 9 (45%) | 0.001* | |
| Control | 20 | - | ||||
| Overnight | Activated | 20 | 3 (15%) | 0.072 | ||
| Control | 20 | - | ||||
| TCC | Producers | Morning | Activated | 39 | 32 (82%) | 0.004* |
| Control | 39 | 20 (51%) | ||||
| Overnight | Activated | 38 | 23 (60.5%) | 0.039* | ||
| Control | 38 | 14 (36.9%) | ||||
| Collectors | Morning | Activated | 20 | 14 (70%) | 0.0001 | |
| Control | 20 | 1 (5%) | ||||
| Overnight | Activated | 20 | 6 (30%) | 0.008 | ||
| Control | 20 | 0 | ||||
| E-coli | Producers | Morning | Activated | 39 | 35 (89.7%) | 0.77 |
| Control | 39 | 29 (74.4%) | ||||
| Overnight | Activated | 38 | 38 (100%) | 0.005* | ||
| Control | 38 | 31 (81.6%) | ||||
| Collectors | Morning | Activated | 20 | 18 (90%) | 0.058 | |
| Control | 20 | 13 (65%) | ||||
| Overnight | Activated | 20 | 20 (100%) | 0.017* | ||
| Control | 20 | 15 (75%) |
| Value chain | Quality test | Sampling time | N | Treatment | Mean | Std. Err. | Pr(|T| > |t|) | Pr(T > t) |
| Producers | pH | Morning | 39 | Control | 6.33 | 0.072 | -2.14 | 0.0359* |
| 39 | Activated | 6.51 | 0.044 | |||||
| Overnight | 38 | Control | 6.04 | 0.102 | -2.23 | 0.0288* | ||
| 38 | Activated | 6.31 | 0.062 | |||||
| TTA (%) | Morning | 39 | Control | 0.21 | 0.010 | 1.62 | 0.1087 | |
| 39 | Activated | 0.19 | 0.009 | |||||
| Overnight | 38 | Control | 0.25 | 0.016 | 3.22 | 0.0019* | ||
| 38 | Activated | 0.20 | 0.008 | |||||
| Thiocyanate (ppm) | Morning | 39 | Control | 11.08 | 1.097 | -1.56 | 0.1238 | |
| 39 | Activated | 13.64 | 1.219 | |||||
| Overnight | 38 | Control | 12.12 | 1.356 | -1.43 | 0.1565 | ||
| 38 | Activated | 15.14 | 1.614 | |||||
| Collectors | pH | Morning | 20 | Control | 6.223 | 0.064 | 2.2861 | 0.014 |
| 20 | Activated | 6.404 | 0.046 | |||||
| Overnight | 20 | Control | 6.056 | 0.061 | 2.9927 | 0.0024 | ||
| 20 | Activated | 6.304 | 0.055 | |||||
| TTA | Morning | 20 | Control | 0.263 | 0.012 | -2.2766 | 0.0143 | |
| 20 | Activated | 0.227 | 0.010 | |||||
| Overnight | 20 | Control | 0.352 | 0.024 | -2.6831 | 0.0054 | ||
| 20 | Activated | 0.270 | 0.019 | |||||
| Thiocyanate (ppm) |
Morning | 20 | Control | 13.110 | 1.595 | -0.0392 | 0.5155 | |
| 20 | Activated | 13.025 | 1.488 | |||||
| Overnight | 20 | Control | 15.487 | 1.745 | -0.4522 | 0.6731 | ||
| 20 | Activated | 14.518 | 1.244 |
| Value chain | Quality test | Sampling time | Treatment | N | Number of passes | % of passes | X2 | p-value |
| Producers | Alcohol | Morning | Control | 39 | 29 | 74.4 | 1.27 | 0.26 |
| Activated | 39 | 33 | 84.6 | |||||
| Overnight | Control | 38 | 16 | 42.1 | 2.6 | 0.1072 | ||
| Activated | 38 | 23 | 60.5 | |||||
| COB | Morning | Control | 39 | 30 | 76.9 | 3.69 | 0.0549 | |
| Activated | 39 | 36 | 92.3 | |||||
| Overnight | Control | 38 | 21 | 55.3 | 3.79 | 0.0516 | ||
| Activated | 38 | 29 | 76.3 | |||||
| Collectors | Alcohol | Morning | Control | 20 | 13 | 65 | 1.14 | 0.2857 |
| Activated | 20 | 16 | 80 | |||||
| Overnight | Control | 20 | 5 | 25 | 2.71 | 0.1 | ||
| Activated | 20 | 10 | 50 | |||||
| COB | Morning | Control | 20 | 15 | 75 | 0 | . | |
| Activated | 20 | 20 | 100 | |||||
| Overnight | Control | 20 | 7 | 35 | 14.02 | 0.0002 | ||
| Activated | 20 | 18 | 90 |
| Value chain | Colour change after test | Quality | Treatment | N | % of quality classifcation | X2 | p- value |
| Producers | White | Bad | Activated | 77 | 20% | 11.56 | 0.0007* |
| Control | 77 | 36% | |||||
| Deep pink to whitish pink | Poor | Activated | 77 | 5% | 8.7 | 0.003* | |
| Control | 77 | 14% | |||||
| Deep mauve to deep pink | Fair | Activated | 77 | 26% | 0.06 | 0.8 | |
| Control | 77 | 26% | |||||
| Blue to deep mauve | Good | Activated | 77 | 38% | 11.92 | 0.0006* | |
| Control | 77 | 20% | |||||
| Blue (no color change) | Excellent | Activated | 77 | 9% | 6.74 | 0.009* | |
| Control | 77 | 3% | |||||
| Collectors | White | Bad | Activated | 40 | 26% | 54.5 | 0.0000* |
| Control | 40 | 87% | |||||
| Deep pink to whitish pink | Poor | Activated | 40 | 26% | |||
| Control | 40 | 87% | |||||
| Deep mauve to deep pink | Fair | Activated | 40 | 20% | 6.6 | 0.01* | |
| Control | 40 | 7% | |||||
| Blue to deep mauve | Good | Activated | 40 | 30% | 16.1 | 0.0001* | |
| Control | 40 | 4% | |||||
| Blue (no color change) | Excellent | Activated | 40 | 24% | 12.24 | 0.0005* | |
| Control | 40 | 1% |
| Value chain | Colour change | Quality | Treatment | N | % of quality classification | X2 | p- value |
| Producers | Deep pink to whitish pink | Poor | Activated | 77 | 31 | 12.47 | 0.0004* |
| Control | 77 | 56 | |||||
| Decolorized in less than 6 hr but not less than 2 hr | Fair | Activated | 77 | 23 | 1.97 | 0.16 | |
| Control | 77 | 21 | |||||
| Decolorized in less than 8 hr but not less than 6 hr | Good | Activated | 77 | 32 | 10.31 | 0.001* | |
| Control | 77 | 17 | |||||
| Not decolorized in 8hr | Excellent | Activated | 77 | 12 | 7.44 | 0.006* | |
| Control | 77 | 4 | |||||
| Collectors | Deep pink to whitish pink | Poor | Activated | 40 | 26 | 52.89 | 0.0000* |
| Control | 40 | 87 | |||||
| Decolorized in less than 6 hr but not less than 2 hr | Fair | Activated | 40 | 29 | 10.62 | 0.001 | |
| Control | 40 | 8 | |||||
| Decolorized in less than 8 hr but not less than 6 hr | Good | Activated | 40 | 25 | 12.89 | 0.0003* | |
| Control | 40 | 2 | |||||
| Not decolorized in 8hr | Excellent | Activated | 40 | 19 | 9.39 | 0.002* | |
| Control | 40 | 1 |
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