| Literature DB >> 35136370 |
Edita Juraga1, Višnja Stulić2, Tomislava Vukušić Pavičić2, Jasenka Gajdoš Kljusurić2, Mladen Brnčić2, Zoran Herceg2.
Abstract
RESEARCHEntities:
Keywords: high-power ultrasound; microbiological safety of milk; technology of bactofugation
Year: 2021 PMID: 35136370 PMCID: PMC8753804 DOI: 10.17113/ftb.59.04.21.7179
Source DB: PubMed Journal: Food Technol Biotechnol ISSN: 1330-9862 Impact factor: 3.918
Influenece of different experimental conditions on the somatic cell count (SCC) in various milk samples and their reduction with time
| Sample | Treatment | |||||||
|---|---|---|---|---|---|---|---|---|
| A | B | C | D | |||||
| SCC/(cell/mL) | SCCreduction/% | SCC /(cell/mL) | SCCreduction/% | SCC/(cell/mL) | SCCreduction/% | SCC/(cell/mL) | SCC reduction/% | |
| RM | 320 000 | 0 | 365 000 | 0 | 278 000 | 0 | 347 000 | 0 |
| T1 | 227 000 | 29 | 329 000 | 10 | 36 000 | 87 | 178 000 | 49 |
| T2 | 132 000 | 59 | 280 000 | 23 | 19 000 | 93 | 110 000 | 68 |
| T3 | 134 000 | 58 | 130 000 | 64 | 17 000 | 94 | 54 000 | 84 |
| T4 | 84 000 | 74 | 160 000 | 56 | 14 000 | 95 | 63 000 | 82 |
| SO | 262 000 | 0 | 192 000 | 0 | 264 000 | 0 | 201 000 | 0 |
| T5 | 130 000 | 50 | 120 000 | 38 | 119 000 | 55 | 140 000 | 30 |
| T6 | 50 000 | 81 | 95 000 | 51 | 67 000 | 75 | 106 000 | 47 |
| T7 | 37 000 | 86 | 84 000 | 56 | 37 000 | 86 | 68 000 | 66 |
| T8 | 21 000 | 92 | 76 000 | 60 | 21 000 | 92 | 24 000 | 88 |
| BSM | 19 000 | 93 | 17 000 | 91 | 9 000 | 97 | 24 000 | 88 |
| T9 | 11 000 | 96 | 16 000 | 92 | 7 000 | 97 | 10 000 | 95 |
| T10 | 8 000 | 97 | 12 000 | 94 | 4 000 | 98 | 7 000 | 97 |
| T11 | 6 000 | 98 | 10 000 | 95 | 2 000 | 99 | 4 000 | 98 |
| T12 | 4 000 | 98 | 8 000 | 96 | 2 000 | 99 | 3 000 | 99 |
| PM | 22 000 | 92 | 24 000 | 88 | 7 000 | 97 | 18 000 | 91 |
Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively. Reference samples for calculating the reduction of SCC: RMF=raw milk, SO=untreated skimmed milk, BSM=bactofuged skimmed milk, PM=pasteurized milk. T1–T4=raw milk, T5–T8=skimmed milk and T9–T12=bactofuged skimmed milk treated for 2.5, 5, 7.5 and 10 min
Fig. 1Principal component analysis of somatic cell distribution (SCC), and their reduction: a) without rotation, and b) after Verimax rotation. Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively. Reference samples: RM=raw milk, SO=untreated skimmed milk, BSM=bactofuged skimmed milk, PM=pasteurized milk. T1–T4=raw milk, T5–T8=skimmed milk and T9–T12=bactofuged skimmed milk treated for 2.5, 5, 7.5 and 10 min
Pearson correlation matrix for somatic cell count (SCC) and its reduction, depending on the treatment, with a significance level of 5%
| Observed | SCC/(cell/mL) (_s) | SCCreduction/% (_r) | ||||||
|---|---|---|---|---|---|---|---|---|
| A_s | B_s | C_s | D_s | A_r | B_r | C_r | D_r | |
| A_s | 1.00 | 0.90 | 0.82 | 0.94 | -0.99 | -0.92 | -0.81 | -0.87 |
| B_s | 0.90 | 1.00 | 0.58 | 0.87 | -0.85 | -0.92 | -0.57 | -0.72 |
| C_s | 0.82 | 0.58 | 1.00 | 0.88 | -0.86 | -0.75 | -1.00 | -0.93 |
| D_s | 0.94 | 0.87 | 0.88 | 1.00 | -0.93 | -0.90 | -0.87 | -0.93 |
| A_r | -0.99 | -0.85 | -0.86 | -0.93 | 1.00 | 0.92 | 0.86 | 0.91 |
| B_r | -0.92 | -0.92 | -0.75 | -0.90 | 0.92 | 1.00 | 0.75 | 0.89 |
| C_r | -0.81 | -0.57 | -1.00 | -0.87 | 0.86 | 0.75 | 1.00 | 0.93 |
| D_r | -0.87 | -0.72 | -0.93 | -0.93 | 0.91 | 0.89 | 0.93 | 1.00 |
Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively. _s=somatic cells, _r=reduction of somatic cells
Reduction of somatic cell count (SCC), its significance and representation in the first two factors for different treatments
| Milk sample | SCC/(cell/mL) | SCCreduction/% | ||||
|---|---|---|---|---|---|---|
| Significant order | F1 | F2 | Significant order | F1 | F2 | |
| RM | 1 | 0.275 | 0.010 | 15 | 0.000 | 0.000 |
| T1 | 3 | 0.001 | 0.283 | 14 | 0.098 | 0.521 |
| T2 | 4 | 0.043 | 0.162 | 12 | 0.105 | 0.123 |
| T3 | 7 | 0.050 | 0.017 | 7 | 0.029 | 0.007 |
| T4 | 6 | 0.101 | 0.010 | 9 | 0.073 | 0.001 |
| SO | 2 | 0.230 | 0.097 | 15 | 0.000 | 0.000 |
| T5 | 5 | 0.013 | 0.071 | 13 | 0.029 | 0.052 |
| T6 | 8 | 0.017 | 0.099 | 11 | 0.079 | 0.148 |
| T7 | 9 | 0.075 | 0.105 | 10 | 0.089 | 0.084 |
| T8 | 10 | 0.173 | 0.124 | 8 | 0.118 | 0.062 |
| BSM | 12 | 0.011 | 0.004 | 5 | 0.068 | 0.000 |
| T9 | 13 | 0.001 | 0.001 | 4 | 0.064 | 0.000 |
| T10 | 14 | 0.000 | 0.002 | 3 | 0.064 | 0.000 |
| T11 | 15 | 0.001 | 0.001 | 2 | 0.062 | 0.000 |
| T12 | 16 | 0.004 | 0.001 | 1 | 0.061 | 0.000 |
| PM | 11 | 0.003 | 0.012 | 6 | 0.063 | 0.003 |
Reference samples for calculating the reduction of SCC: RM=raw milk, SO=untreated skimmed milk, BSM=bactofuged skimmed milk, PM=pasteurized milk. T1–T4=raw milk, T5–T8=skimmed milk and T9–T12=bactofuged skimmed milk treated for 2.5, 5, 7.5 and 10 min
Influence of different experimental treatments on total number of bacteria and reduction of logarithmic number in milk samples
| Milk sample | Treatment | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | D | |||||||||
| TVC | LNC | LNCreduction | TVC | LNC | LNCreduction | TVC | LNC | LCreduction | TVC | LNC | LNCreduction | |
| CFU/mL | log | CFU/mL | log CFU/mL | CFU/mL | log CFU/mL | CFU/mL | log CFU/mL | |||||
| RM | 450 000 | 5.65 | 0.00 | 1 050 000 | 6.02 | 0.00 | 400 000 | 5.60 | 0.00 | 580 000 | 5.76 | 0 |
| T1 | 110 000 | 5.04 | 0.61 | 142 000 | 5.15 | 0.87 | 72 000 | 4.86 | 0.75 | 31 000 | 4.49 | 1.27 |
| T2 | 57 600 | 4.76 | 0.89 | 126 000 | 5.10 | 0.92 | 40 000 | 4.60 | 1.00 | 18 000 | 4.26 | 1.51 |
| T3 | 48 000 | 4.68 | 0.97 | 24 000 | 4.38 | 1.64 | 25 000 | 4.40 | 1.20 | 4 000 | 3.60 | 2.16 |
| T4 | 76 800 | 4.89 | 0.77 | 16 000 | 4.20 | 1.82 | 44 000 | 4.64 | 0.96 | 5 000 | 3.70 | 2.06 |
| SO | 438 000 | 5.64 | 0.00 | 656 000 | 5.82 | 0.00 | 160 000 | 5.20 | 0.00 | 408 000 | 5.61 | 0.00 |
| T5 | 69 000 | 4.84 | 0.80 | 100 000 | 5.00 | 0.82 | 32 000 | 4.51 | 0.70 | 78 000 | 4.89 | 0.72 |
| T6 | 100 000 | 5.00 | 0.64 | 120 000 | 5.08 | 0.74 | 23 000 | 4.36 | 0.84 | 58 000 | 4.76 | 0.85 |
| T7 | 96 000 | 4.98 | 0.66 | 140 000 | 5.15 | 0.67 | 29 000 | 4.46 | 0.74 | 60 000 | 4.78 | 0.83 |
| T8 | 62 000 | 4.79 | 0.85 | 29 000 | 4.46 | 1.36 | 20 000 | 4.30 | 0.90 | 8 800 | 3.94 | 1.67 |
| BSM | 11 000 | 4.04 | 1.60 | 17 800 | 4.25 | 1.57 | 4 080 | 3.61 | 1.59 | 11 000 | 4.04 | 1.57 |
| T9 | 4 560 | 3.66 | 1.98 | 4 800 | 3.68 | 2.14 | 1 000 | 3.00 | 2.20 | 2 000 | 3.30 | 2.31 |
| T10 | 5 000 | 3.70 | 1.94 | 4 200 | 3.62 | 2.19 | 1 000 | 3.00 | 2.20 | 1 100 | 3.04 | 2.57 |
| T11 | 4 160 | 3.62 | 2.02 | 2 400 | 3.38 | 2.44 | 1 200 | 3.08 | 2.13 | 1 300 | 3.11 | 2.50 |
| T12 | 4 000 | 3.60 | 2.04 | 2 600 | 3.42 | 2.04 | 1 400 | 3.15 | 2.06 | 860 | 2.93 | 2.68 |
| PM | 336 | 2.53 | 3.12 | 100 | 2 | 3.82 | 100 | 2.00 | 3.20 | 920 | 2.96 | 2.65 |
Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively. Reference samples for calculating the reduction of bacterial count: RM=raw milk, SO=untreated skimmed milk, BSM=bactofuged skimmed milk, PM=pasteurized milk. T1–T4=raw milk, T5–T8=skimmed milk and T9–T12=bactofuged skimmed milk treated for 2.5, 5, 7.5 and 10 min. TVC=total viable count of bacteria, LNC=logarithm of total count of bacteria
Contribution of experiments A-D, their significance and representation in the first two factors for the changes in total number of bacteria
| Experiment | Significance | F1 | F2 |
|---|---|---|---|
| A | 4 | 0.001 | 0.031 |
| B | 3 | 0.339 | 0.013 |
| C | 6 | 0.031 | 0.235 |
| D | 5 | 0.272 | 0.059 |
Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively
Influence of treatments on total number of Enterobacteriaceae and number of Escherichia coli cells
| Milk sample | Treatment | |||||||
|---|---|---|---|---|---|---|---|---|
| A | B | C | D | A | B | C | D | |
| RM | 900 | 510 | 200 | 910 | 500 | 390 | 210 | 730 |
| T1 | 840 | 10 | 140 | <10 | 410 | 10 | 90 | <10 |
| T2 | 720 | <10 | 110 | <10 | 100 | <10 | 100 | <10 |
| T3 | 1 000 | <10 | 140 | <10 | 500 | <10 | 50 | <10 |
| T4 | 360 | <10 | 160 | <10 | <100 | <10 | 20 | <10 |
| SO | 200 | 200 | 130 | 620 | 180 | 110 | 100 | 100 |
| T5 | 100 | n.n. | <100 | <10 | 100 | <10 | <100 | <10 |
| T6 | <100 | <10 | <100 | <10 | <100 | <10 | <100 | <10 |
| T7 | <100 | <10 | <100 | <10 | 100 | <10 | <100 | <10 |
| T8 | <100 | <10 | <100 | <10 | <100 | <10 | <100 | <10 |
| BSM | <10 | <10 | 15 | 20 | <10 | <10 | 13 | 10 |
| T9 | <10 | <10 | 10 | <10 | <10 | <10 | 10 | <10 |
| T10 | <10 | <10 | 10 | <10 | <10 | <10 | 10 | <10 |
| T11 | <10 | <10 | <10 | <10 | <10 | <10 | <10 | <10 |
| T12 | <10 | <10 | 10 | <10 | <10 | <10 | 10 | <10 |
| PM | <10 | <10 | <10 | <10 | <10 | <10 | <10 | <10 |
Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively. Reference samples: RM=raw milk, SO=untreated skimmed milk, BSM=bactofuged skimmed milk, PM=pasteurized milk. T1–T4=raw milk, T5–T8=skimmed milk and T9–T12=bactofuged skimmed milk treated for 2.5, 5, 7.5 and 10 min
Influence of treatments on total number of Staphylococcus aureus cells
| Milk sample | Treatment | |||
|---|---|---|---|---|
| A | B | C | D | |
| RM | 200 | 350 | 150 | 100 |
| T1 | 160 | 10 | 180 | <10 |
| T2 | 170 | n.f. | 120 | <10 |
| T3 | 110 | <10 | 120 | <10 |
| T4 | 140 | <10 | 110 | <10 |
| SO | 120 | 130 | <100 | 100 |
| T5 | <100 | n.f. | <100 | <10 |
| T6 | <100 | n.f. | <100 | n.f. |
| T7 | <100 | <10 | 100 | <10 |
| T8 | <100 | <10 | <100 | <10 |
| BSM | <10 | <10 | <10 | <10 |
| T9 | 10 | n.f. | <10 | n.f. |
| T10 | <10 | n.f. | <10 | n.f. |
| T11 | <10 | <10 | <10 | <10 |
| T12 | <10 | <10 | <10 | <10 |
| PM | <10 | n.f. | <10 | n.f. |
Experiments A and B: P=200 W, ν=24 Hz, t=20 and 55 °C, respectively. Experiments C and D: P=400 W, ν=24 Hz, t=20 and 55 °C, respectively. Reference samples: RM=raw milk, SO=untreated skimmed milk, BSM=bactofuged skimmed milk, PM=pasteurized milk. n.f.=not found. T1–T4=raw milk, T5–T8=skimmed milk and T9–T12=bactofuged skimmed milk treated for 2.5, 5, 7.5 and 10 min