| Literature DB >> 36136691 |
Griselda Dorantes-Iturbide1, José Felipe Orzuna-Orzuna1, Alejandro Lara-Bueno1, Germán David Mendoza-Martínez2, Luis Alberto Miranda-Romero1, Héctor Aarón Lee-Rangel3.
Abstract
There is an increasing pressure to identify natural feed additives that improve the productivity and health of livestock, without affecting the quality of derived products. The objective of this study was to evaluate the effects of dietary supplementation with essential oils (EOs) on productive performance, rumen parameters, serum metabolites, and quality of products (meat and milk) derived from small ruminants by means of a meta-analysis. Seventy-four peer-reviewed publications were included in the data set. Weighted mean differences (WMD) between the EOs treatments and the control treatment were used to assess the magnitude of effect. Dietary inclusion of EOs increased (p < 0.05) dry matter intake (WMD = 0.021 kg/d), dry matter digestibility (WMD = 14.11 g/kg of DM), daily weight gain (WMD = 0.008 kg/d), and feed conversion ratio (WMD = -0.111). The inclusion of EOs in small ruminants' diets decreased (p < 0.05) ruminal ammonia nitrogen concentration (WMD = -0.310 mg/dL), total protozoa (WMD = -1.426 × 105/mL), methanogens (WMD = -0.60 × 107/mL), and enteric methane emissions (WMD = -3.93 L/d) and increased ruminal propionate concentration (WMD = 0.726 mol/100 mol, p < 0.001). The serum urea concentration was lower (WMD = -0.688 mg/dL; p = 0.009), but serum catalase (WMD = 0.204 ng/mL), superoxide dismutase (WMD = 0.037 ng/mL), and total antioxidant capacity (WMD = 0.749 U/mL) were higher (p < 0.05) in response to EOs supplementation. In meat, EOs supplementation decreased (p < 0.05) the cooking loss (WMD = -0.617 g/100 g), malondialdehyde content (WMD = -0.029 mg/kg of meat), yellowness (WMD = -0.316), and total viable bacterial count (WMD = -0.780 CFU/g of meat). There was higher (p < 0.05) milk production (WMD = 0.113 kg/d), feed efficiency (WMD = 0.039 kg/kg), protein (WMD = 0.059 g/100 g), and lactose content in the milk (WMD = 0.100 g/100 g), as well as lower somatic cell counts in milk (WMD = -0.910 × 103 cells/mL) in response to EOs supplementation. In conclusion, dietary supplementation with EOs improves productive performance as well as meat and milk quality of small ruminants. In addition, EOs improve antioxidant status in blood serum and rumen fermentation and decrease environmental impact.Entities:
Keywords: antioxidant status; carcass traits; enteric methane; meat quality; milk quality
Year: 2022 PMID: 36136691 PMCID: PMC9502430 DOI: 10.3390/vetsci9090475
Source DB: PubMed Journal: Vet Sci ISSN: 2306-7381
Figure A1A PRISMA flow diagram detailing the literature search strategy and study selection for the meta-analysis.
Summary of the studies included in the meta-analysis.
| Author | Country | Specie | Duration, d | Primary Bioactive Compound | Dose, mg/kg DM |
|---|---|---|---|---|---|
| Abd El Tawab et al. [ | Egypt | Sheep | 90 | Limonene, thymol | 1195, 1272 |
| Abdalla et al. [ | Brazil | Sheep | 28 | Blend ( | 8333, 15,384 |
| Ahmed et al. [ | Japan | Sheep | 84 | Allicin ( | 10, 50, 100 |
| An et al. [ | China | Sheep | 60 | Blend ( | 50, 80 |
| Anasoori et al. [ | Iran | Sheep | 28 | Diallyl disulfide ( | 500, 750 |
| Anasoori et al. [ | Iran | Sheep | 28 | Diallyl disulfide ( | 500, 750 |
| Aouadi et al. [ | Tunisia | Sheep | 90 | Eucalyptol, Camphor | 400, 400 |
| Arteaga-Wences et al. [ | Mexico | Sheep | 56 | Blend | 129 |
| Bañón et al. [ | Spain | Sheep | 21 | Blend | 667 |
| Baytok et al. [ | Turkey | Sheep | 56 | Carvacrol ( | 280, 419 |
| Birick et al. [ | Turkey | Sheep | 70 | Carvacrol ( | 100 ( |
| Canaes et al. [ | Brazil | Goats | 84 | Citral ( | 2470, 5007, 7795 |
| Chaves et al. [ | Canada | Sheep | 126 | Cinnamaldehyde ( | 100, 200, 400 |
| Cobellis et al. [ | Italy | Sheep | 84 | Carnosic acid ( | 250, 250, 175 |
| Cobellis et al. [ | Italy | Sheep | 84 | Carnosic acid ( | 250, 250, 175 |
| El-Azrak et al. [ | Egypt | Goats | 45 | Blend | 750.00 |
| El-Essawy et al. [ | Egypt | Sheep | 120 | Anethole, eugenol, thymol | 3069, 2920, 2780 |
| El-Essawy et al. [ | Egypt | Goats | 88 | Anethole, eugenol, thymol | 1706, 1813, 1712 |
| Estrada-Angulo et al. [ | Mexico | Sheep | 87, 100 | Blend ( | 115, 162 |
| Favaretto et al. [ | Brazil | Sheep | 40 | Blend( | 500, 1000 |
| Giannenas et al. [ | Greece | Sheep | 150 | Blend( | 50, 100, 150 |
| Güney et al. [ | Turkey | Sheep | 70 | Eucalyptol ( | 250, 500 |
| Hashem et al. [ | Egypt | Goats | 63 | Limonene ( | 523, 1051 |
| Hundal et al. [ | India | Goats | 90 | Blend | 123.00 |
| Jiao et al. [ | China | Sheep | 63 | Blend ( | 45 ( |
| Kalaitsidis et al. [ | Greece | Sheep | 45 | Blend | 15 |
| Katheri et al. [ | Iran | Sheep | 48 | Blend ( | 800, 1600 |
| Khattab et al. [ | Egypt | Sheep | 90 | Blend | 1232 |
| Kholif et al. [ | Egypt | Goats | 90 | Blend ( | 1428, 1449, 1428 |
| Kholif et al. [ | Egypt | Sheep | 84 | Blend | 2475 |
| Kholif et al. [ | Egypt | Goats | 90 | Linalool ( | 946, 1902 |
| Klevenhusen et al. [ | Switzerland | Sheep | 69 | Diallyl disulfide ( | 1775, 2000 |
| Kotsampasi et al. [ | Greece | Sheep | 60 | Limonene ( | 86, 171, 254 |
| Leal et al. [ | Spain | Sheep | 14 | Carnosic acid ( | 200 ( |
| Lei et al. [ | China | Goats | 90 | Blend ( | 58, 101 |
| Lin et al. [ | China | Sheep | 21 | Blend ( | 1111, 555, 1111 |
| Ma et al. [ | China | Sheep | 29, 42 | Allicin ( | 2000 ( |
| Malekkhani et al. [ | Iran | Sheep | 50 | Blend | 486 |
| Morsy et al. [ | Egypt | Goats | 90 | Blend ( | 1428, 1418, 1379 |
| Moura et al. [ | Brazil | Goats | 56 | β-caryophyllene ( | 500, 1000, 1500 |
| Naseri et al. [ | Iran | Sheep | 56 | alpha-pinene | 852 |
| Nieto et al. [ | Spain | Sheep | NR | Thymol ( | 1538, 3076 |
| Ortuño et al. [ | Spain | Sheep | 80 | Carnosic acid ( | 200, 400 |
| Ortuño et al. [ | Spain | Sheep | 80 | Blend | 400 |
| Ortuño et al. [ | Spain | Sheep | 50 | Blend | 500 |
| Ortuño et al. [ | Spain | Sheep | 80 | Blend ( | 200, 400 |
| Ortuño et al. [ | Spain | Sheep | 50 | Blend | 500 |
| Özdoğan et al. [ | Turkey | Sheep | 56 | Blend ( | 1000 ( |
| Panthee et al. [ | Japan | Sheep | 44 | Alliin | 123 |
| Paraskevakis [ | Greece | Goats | 28 | Carvacrol | 495 |
| Parvar et al. [ | Iran | Sheep | 90 | Blend ( | 250, 500, 750 |
| Passetti et al. [ | Canada | Sheep | 100 | Blend ( | 1100 ( |
| Patindra et al. [ | Thailand | Goats | 42 | Eugenol | 290 |
| Patra et al. [ | Germany | Sheep | 28 | Menthol ( | 64, 126 |
| Ranucci et al. [ | Italy | Sheep | 30 | Blend | 2000 |
| Sahraei et al. [ | Iran | Sheep | 84 | Carnosic acid ( | 40, 80, 160 |
| Selmi et al. [ | Tunisia | Sheep | 84 | Blend ( | 150, 300 |
| Serrano et al. [ | Spain | Sheep | 80 | Carnosic acid ( | 600 ( |
| Shaaban et al. [ | Egypt | Sheep | 288 | Limonene, thymol, blend | 1466, 1486, 1476 |
| Simitzis et al. [ | Greece | Sheep | 35 | Cinnamaldehyde | 413 |
| Smeti et al. [ | Tunisia | Sheep | 60 | Eucalyptol | 600 |
| Smeti et al. [ | Tunisia | Goats | 56 | Blend | 599 |
| Smeti et al. [ | Tunisia | Sheep | 100 | Blend ( | 900, 477, 957 |
| Smeti et al. [ | Tunisia | Goats | 67 | alpha-pinene ( | 3000, 6000 |
| Soltan et al. [ | Egypt | Goats | 63 | Limonene ( | 523, 1051 |
| Soltan et al. [ | Brazil | Sheep | 111 | Blend ( | 200, 400 |
| Ünlü et al. [ | Turkey | Sheep | 56 | Blend, capsaicin | 300, 300 |
| Wu et al. [ | China | Sheep | 72 | Carvacrol ( | 2750, 5500 |
| Yanza et al. [ | Poland | Sheep | 48, 30 | Rosmarinic acid ( | 3920 ( |
| Yesilbag et al. [ | Turkey | Goats | 60 | alpha-pinene ( | 400, 800, 2000 |
| Zhang et al. [ | China | Sheep | 24 | Carvacrol ( | 10,000, 20,000, 40,000 |
| Zhou et al. [ | China | Sheep | 36 | Blend ( | 52, 91 |
| Zhu et al. [ | China | Goats | 60 | Blend | 1481 |
| Zhu et al. [ | China | Goats | 30 | Blend ( | 570, 1140, 1710 |
DM: dry matter; d: days; n: number of treatments.
Descriptive statistics of the complete data set for the effect of Eos supplementation on beef cattle diets.
| Parameter | Mean | Median | Minimum | Maximum | SD | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Dietary Features | NC | Control | Eos | Control | Eos | Control | Eos | Control | Eos | Control | Eos |
| Concentrate, g/kg DM | 140 | 479.9 | 479.9 | 500.0 | 500.0 | 210.0 | 210.0 | 790.0 | 790.0 | 172.3 | 172.3 |
| Forage, g/kg DM | 140 | 520.1 | 520.1 | 500.0 | 500.0 | 100.0 | 100.0 | 900.0 | 900.0 | 172.3 | 172.3 |
| DM, g/kg DM | 131 | 863.1 | 864.1 | 896.0 | 896.0 | 455.0 | 455.0 | 973.0 | 989.0 | 105.5 | 106.9 |
| OM, g/kg DM | 62 | 913.1 | 914.8 | 912.0 | 912.0 | 808.0 | 808.0 | 949.0 | 972.0 | 24.1 | 26.2 |
| CP, g/kg DM | 106 | 148.4 | 147.4 | 149.5 | 150.0 | 80.0 | 80.0 | 259.0 | 253.0 | 33.1 | 30.7 |
| EE, g/kg DM | 93 | 29.1 | 29.4 | 30.0 | 30.1 | 2.6 | 2.6 | 63.0 | 63.0 | 12.1 | 12.2 |
| NDF, g/kg DM | 102 | 400.8 | 400.8 | 397.3 | 397.3 | 118.2 | 118.2 | 594.0 | 594.0 | 99.6 | 99.7 |
| ADF, g/kg DM | 105 | 220.8 | 220.9 | 225.0 | 225.0 | 50.4 | 50.4 | 382.3 | 382.3 | 62.2 | 62.2 |
| Starch, g/kg DM | 21 | 225.1 | 225.1 | 193.0 | 193.0 | 33.0 | 33.0 | 405.0 | 405.0 | 110.9 | 110.9 |
| Ca, g/kg DM | 79 | 9.46 | 9.49 | 8.0 | 8.0 | 1.0 | 1.0 | 24.3 | 24.3 | 4.93 | 4.91 |
| P, g/kg DM | 79 | 5.24 | 5.23 | 4.2 | 4.2 | 1.0 | 1.0 | 14.5 | 14.5 | 2.83 | 2.82 |
| ME, Mcal/kg DM | 64 | 2.77 | 2.74 | 2.51 | 2.51 | 1.48 | 1.48 | 4.59 | 4.54 | 1.02 | 1.03 |
| Eos, mg/kg DM | 164 | - | 1452 | - | 500 | - | 10 | - | 40,000 | - | 3844 |
| Duration, days | 162 | 71 | 69 | 14 | 288 | 42 | |||||
NC = number of comparisons; Eos = essential oils; SD = standard deviation; DM = dry matter; OM = organic matter; CP = crude protein; EE = ether extract; NDF = neutral detergent fiber; ADF = acid detergent fiber; Ca = calcium; P = phosphorus; ME: metabolizable energy. In the same row, means followed by different letters differ significantly by the Tukey test (p ≤ 0.05).
Dry matter intake and nutrient digestibility of small ruminants supplemented with essential oils.
| Item | N (NC) | Heterogeneity | Egger Test 1 | ||||
|---|---|---|---|---|---|---|---|
| Control Means (SD) | WMD (95 % CI) | I2 (%) | |||||
| DMI, kg/d | 35 (76) | 1.146 (0.302) | 0.021 (0.013; 0.030) | <0.001 | 0.115 | 17.27 | 0.245 |
| Digestibility, g/kg of DM | |||||||
| DMD | 23 (46) | 652.4 (78.8) | 14.11 (9.50; 18.72) | <0.001 | <0.001 | 99.24 | 0.073 |
| OMD | 20 (35) | 662.5 (81.4) | 8.81 (0.08; 17.54) | 0.048 | <0.001 | 99.31 | 0.080 |
| CPD | 26 (49) | 662.8 (93.1) | 12.93 (6.64; 19.21) | <0.001 | <0.001 | 99.64 | 0.092 |
| EED | 9 (18) | 631.6 (108.5) | 3.13 (−21.32; 27.58 | 0.802 | <0.001 | 99.86 | 0.775 |
| NDFD | 25 (48) | 504.2 (118.6) | 13.00 (3.72; 22.28) | 0.006 | <0.001 | 99.87 | 0.116 |
| ADFD | 17 (34) | 409.5 (123.2) | 31.04 (16.51; 45.57) | <0.001 | <0.001 | 99.74 | 0.066 |
N: number of studies; NC: number of comparisons; SD: standard deviation; WMD: weighted means differences between control and treatments with essential oils; CI: confidence interval of WMD; p-Value to χ2 (Q) test of heterogeneity; I2: proportion of total variation of size effect estimates that is due to heterogeneity; 1: Egger’s regression asymmetry test; DMI: dry matter intake; DMD: dry matter digestibility; OMD: organic matter digestibility; CPD: crude protein digestibility; EE: ether extract digestibility; NDFD: neutral detergent fiber digestibility; ADFD: acid detergent fiber digestibility.
Growth performance and carcass characteristics of small ruminants supplemented with essential oils.
| Item | N (NC) | Heterogeneity | Egger Test 1 | ||||
|---|---|---|---|---|---|---|---|
| Control Means (SD) | WMD (95 % CI) | I2 (%) | |||||
| ADG, kg/d | 21 (51) | 0.224 (0.08) | 0.008 (0.000; 0.016) | 0.037 | <0.001 | 62.34 | 0.537 |
| FCR, kg/kg | 13 (33) | 6.54 (3.61) | −0.111 (−0.220; −0.003) | 0.045 | 0.129 | 22.26 | 0.075 |
| Carcass characteristics | |||||||
| HCW, kg | 12 (24) | 19.68 (5.17) | −0.001 (−0.294; 0.292) | 0.996 | 0.113 | 28.87 | 0.906 |
| HCY, % | 11 (23) | 48.30 (4.51) | 0.552 (−0.022; 1.126) | 0.049 | 0.110 | 27.83 | 0.306 |
| CCW, kg | 8 (17) | 17.80 (5.81) | −0.160 (−0.433; 0.113) | 0.248 | 0.184 | 23.88 | 0.619 |
| BFT, mm | 6 (12) | 2.27 (1.11) | −0.033 (−0.152; 0.085) | 0.583 | 0.412 | 3.39 | 0.062 |
| LMA, cm2 | 6 (11) | 15.07 (4.70) | 2.074 (0.674; 3.474) | 0.004 | <0.001 | 85.01 | 0.839 |
N: number of studies; NC: number of comparisons; SD: standard deviation; WMD: weighted means differences between control and treatments with essential oils; CI: confidence interval of WMD; p-Value to χ2 (Q) test of heterogeneity; I2: proportion of total variation of size effect estimates that is due to heterogeneity; 1: Egger’s regression asymmetry test; ADG: average daily gain; FCR: feed conversion ratio; HCW: hot carcass weight; HCY: hot carcass yield; CCW: cold carcass weight; BFT: backfat thickness; LMA: Longissimus dorsi muscle area.
Ruminal fermentation and ruminal microorganisms of small ruminants supplemented with essential oils.
| Item | N (NC) | Heterogeneity | Egger Test 1 | ||||
|---|---|---|---|---|---|---|---|
| Control Means (SD) | WMD (95 % CI) | I2 (%) | |||||
| pH | 31 (78) | 6.25 (0.33) | 0.00 (−0.037; −0.038) | 0.985 | <0.001 | 71.86 | 0.839 |
| NH3-N, mg/dL | 29 (69) | 19.40 (8.25) | −0.310 (−0.60; −0.02) | 0.038 | <0.001 | 62.58 | 0.241 |
| SCFA, mol/100 mol | |||||||
| Acetate | 30 (73) | 5.04 (11.80) | 0.165 (−0.71; 1.04) | 0.713 | <0.001 | 94.90 | 0.212 |
| Propionate | 30 (73) | 21.96 (6.28) | 0.726 (0.20; 1.25) | 0.006 | <0.001 | 85.88 | 0.223 |
| Butyrate | 30 (73) | 11.53 (3.68) | 0.050 (−0.24; 0.34) | 0.743 | <0.001 | 83.46 | 0.412 |
| Protozoa, ×105/mL | |||||||
| Total | 14 (34) | 7.59 (3.62) | −1.426 (−1.85; −1.00) | <0.001 | <0.001 | 97.91 | 0.268 |
|
| 6 (16) | 5.51 (3.14) | −0.008 (−0.05; 0.03) | 0.687 | <0.001 | 80.97 | 0.522 |
|
| 4 (11) | 0.49 (0.33) | −0.107 (−0.23; 0.02) | 0.094 | 0.086 | 40.772 | 0.177 |
|
| 4 (11) | 0.31 (0.08) | 0.021 (−0.05; 0.09) | 0.574 | 0.240 | 21.31 | 0.074 |
|
| 3 (7) | 0.85 (0.36) | −0.12 (−0.17; −0.08) | <0.001 | 0.474 | 0.00 | NA |
| Microbial population, per mL of ruminal fluid | |||||||
| Total bacteria, ×1010 | 8 (17) | 6.61 (3.24) | 0.046 (−0.12; 0.21) | 0.579 | <0.001 | 71.65 | 0.353 |
| 6 (11) | 9.99 (6.46) | 0.43 (0.013; 0.86) | 0.043 | <0.001 | 81.33 | 0.741 | |
| 4 (8) | 7.70 (1.55) | 0.34 (−0.32; 0.99) | 0.311 | <0.001 | 93.94 | NA | |
| 6 (11) | 4.99 (2.51) | −0.42 (−0.96; 0.12) | 0.129 | <0.001 | 94.18 | 0.082 | |
| Methanogens, ×107 | 6 (12) | 6.319 (2.77) | −0.60 (−0.88; −0.33) | <0.001 | <0.001 | 83.88 | 0.065 |
| CH4, L/d | 7 (13) | 32.66 (11.71) | −3.93 (−4.68; −3.19) | <0.001 | 0.352 | 9.34 | 0.789 |
N: number of studies; NC: number of comparisons; SD: standard deviation; WMD: weighted mean differences between control and treatments with essential oils; CI: confidence interval of WMD; p-Value to χ2 (Q) test of heterogeneity; I2: proportion of total variation of size effect estimates that is due to heterogeneity; 1: Egger’s regression asymmetry test; NA: variables with n < 10 observations, the test does not apply; NH3-N: nitrogen ammonia; SCFA: short-chain fatty acids; CH4: enteric methane; R.: Ruminococcus; F.: Fibrobacter.
Blood metabolites and antioxidant enzymes in blood serum of small ruminants supplemented with essential oils.
| Item | N (NC) | Heterogeneity | Egger Test 1 | ||||
|---|---|---|---|---|---|---|---|
| Control Means (SD) | WMD (95 % CI) | I2 (%) | |||||
| Blood metabolites, mg/dL | |||||||
| Urea | 21 (44) | 39.07 (15.32) | −0.688 (−1.206; −0.170) | 0.009 | 0.103 | 21.91 | 0.978 |
| Glucose | 24 (52) | 62.52 (18.91) | 0.587 (−0.266; 1.440) | 0.178 | <0.001 | 79.74 | 0.306 |
| NEFA, mmol/L | 6 (12) | 0.361 (0.16) | −0.027 (−0.053; −0.002) | 0.034 | <0.001 | 73.76 | 0.616 |
| BHB, mmol/L | 3 (8) | 0.446 (0.15) | −0.020 (−0.033; −0.007) | 0.003 | 0.189 | 29.98 | NA |
| Albumin | 17 (32) | 4.94 (1.05) | 0.029 (−0.003; 0.061) | 0.078 | 0.280 | 11.70 | 0.063 |
| Globulin | 13 (24) | 5.99 (1.81) | 0.003 (−0.088; 0.093) | 0.953 | 0.119 | 29.28 | 0.253 |
| Protein total | 19 (28) | 13.31 (2.71) | −0.104 (−0.220; 0.012) | 0.080 | 0.138 | 48.41 | 0.305 |
| Cholesterol | 20 (45) | 114.30 (30.6) | −5.789 (−8.651; −2.926) | <0.001 | <0.001 | 86.83 | 0.936 |
| Triglycerides | 16 (37) | 29.90 (10.18) | −2.310 (−3.667; −0.954) | <0.001 | <0.001 | 98.70 | 0.073 |
| Thyroxine, ng/mL | 3 (6) | 79.05 (4.33) | 7.06 (5.51; 8.61) | <0.001 | 0.678 | 0.00 | NA |
| Antioxidant status | |||||||
| MDA, ng/mL | 5 (9) | 164.40 (92.50) | −3.88 (−8.48; 0.718) | 0.098 | 0.521 | 0.00 | NA |
| CAT, ng/mL | 4 (7) | 1.27 (0.42) | 0.204 (0.13; 0.28) | <0.001 | 0.699 | 0.00 | NA |
| SOD, ng/mL | 6 (12) | 1.12 (0.76) | 0.037 (0.004; 0.07) | 0.028 | 0.149 | 31.26 | 0.642 |
| GPx, nmol/mL | 7 (14) | 57.20 (39.30) | 2.65 (−17.85; 23.15) | 0.800 | <0.001 | 99.98 | 0.346 |
| TAC, U/mL | 4 (10) | 6.01 (2.45) | 0.749 (0.183; 1.31) | 0.009 | <0.001 | 85.01 | 0.811 |
N: number of studies; NC: number of comparisons; SD: standard deviation; WMD: weighted mean differences between control and treatments with essential oils; CI: confidence interval of WMD; p-Value to χ2 (Q) test of heterogeneity; I2: proportion of total variation of size effect estimates that is due to heterogeneity; 1: Egger’s regression asymmetry test; NA: variables with n < 10 observations, the test does not apply; NEFA: non-esterified fatty acids; BHB: beta-hydroxybutyrate; MDA: malondialdehyde; CAT: catalase; SOD: superoxide dismutase; GPx: glutathione peroxidase; TAC: total antioxidant capacity.
Meat quality of small ruminants supplemented with essential oils.
| Item | N (NC) | Heterogeneity | Egger Test 1 | ||||
|---|---|---|---|---|---|---|---|
| Control Means (SD) | WMD (95 % CI) | I2 (%) | |||||
| pH 24 h | 15 (26) | 5.824 (0.37) | −0.012 (−0.056; 0.033) | 0.604 | <0.001 | 77.13 | 0.080 |
| CL, g/100 g | 8 (17) | 25.48 (9.02) | −0.617 (−1.174; −0.061) | 0.030 | 0.760 | 0.00 | 0.369 |
| ShF, kgf/cm2 | 4 (8) | 4.027 (0.20) | −0.171 (−0.337; −0.009) | 0.038 | 0.993 | 0.00 | NA |
| Meat color | |||||||
| Lightness (L*) | 17 (31) | 40.808 (4.69) | −0.207 (−0.505; 0.091) | 0.173 | 0.159 | 20.61 | 0.240 |
| Redness (a*) | 17 (31) | 16.701 (12.29) | 0.123 (−0.133; 0.378) | 0.347 | 0.132 | 22.57 | 0.359 |
| Yellowness (b*) | 15 (29) | 6.445 (4.33) | −0.316 (−0.481; −0.151) | <0.001 | 0.453 | 0.75 | 0.860 |
| Lipid oxidation (mg MDA/kg of meat) | |||||||
| Day 1 | 12 (24) | 0.435 (0.38) | −0.029 (−0.045; −0.014) | <0.001 | 0.493 | 0.26 | 0.069 |
| Day 3 | 5 (8) | 1.591 (1.12) | −0.368 (−0.650; −0.085) | 0.011 | 0.005 | 65.45 | NA |
| Day 6 | 9 (20) | 2.887 (1.37) | −0.551 (−0.816; −0.286) | <0.001 | <0.001 | 75.02 | 0..278 |
| Day 9 | 3 (9) | 2.180 (0.76) | −0.189 (−0.337; −0.041) | 0.012 | 0.727 | 0.00 | NA |
| Day 14 | 8 (16) | 5.888 (2.19) | −1.607 (−2.354; −0.859) | <0.001 | <0.001 | 89.24 | 0.094 |
| Chemical composition, g/100 g of DM | |||||||
| Moisture | 9 (18) | 74.141 (1.48) | 0.042 (−0.168; 0.251) | 0.696 | 0.406 | 4.15 | 0.288 |
| Protein | 9 (18) | 25.28 (13.78) | −0.780 (−1.050; −0.509) | 0.061 | 0.198 | 31.55 | 0.112 |
| Fat | 11 (20) | 5.72 (4.70) | 0.055 (−0.140; 0.251) | 0.578 | 0.110 | 30.07 | 0.223 |
| Ash | 8 (16) | 1.797 (1.59) | −0.001 (−0.006; 0.004) | 0.645 | 0.702 | 0.00 | 0.740 |
| Bacterial counts of raw lamb meat after 7 days of storage, expressed as log CFU/g | |||||||
| TVC | 8 (11) | 3.957 (1.98) | −0.605 (−0.857; −0.353) | <0.001 | <0.001 | 68.03 | 0.480 |
| ENT | 6 (9) | 1.079 (1.52) | −0.139 (−0.233; −0.045) | 0.004 | 0.805 | 0.00 | NA |
| PSY | 4 (7) | 3.084 (0.91) | −0.600 (−0.867; −0.332) | <0.001 | 0.941 | 0.00 | NA |
| MY | 4 (7) | 1.411 (0.45) | −0.275 (−0.537; −0.014) | 0.039 | 0.697 | 0.00 | NA |
N: number of studies; NC: number of comparisons; SD: standard deviation; WMD: weighted mean differences between control and treatments with essential oils; CI: confidence interval of WMD; p-Value to χ2 (Q) test of heterogeneity; I2: proportion of total variation of size effect estimates that is due to heterogeneity; 1: Egger’s regression asymmetry test; NA: variables with n < 10 observations, the test does not apply; WHC: water holding capacity; CL: cook loss; ShF: shear force; TVC: total viable count of bacteria; PSY: total psychrophilic bacteria; MY: molds and yeast; ENT: Enterobacteriaceae bacteria.
Milk yield and quality of small ruminants supplemented with essential oils.
| Item | N (NC) | Heterogeneity | Egger Test 1 | ||||
|---|---|---|---|---|---|---|---|
| Control Means (SD) | WMD (95 % CI) | I2 (%) | |||||
| Milk yield, kg/d | 18 (37) | 1.18 (0.76) | 0.113 (0.077; 0.148) | <0.001 | <0.001 | 87.35 | 0.067 |
| FE, kg/kg | 10 (21) | 0.776 (0.39) | 0.039 (0.022; 0.056) | <0.001 | 0.119 | 29.56 | 0.522 |
| Milk composition, g/100 g | |||||||
| Fat | 19 (40) | 4.426 (1.33) | −0.003 (−0.099; 0.09) | 0.959 | <0.001 | 93.47 | 0.079 |
| Protein | 19 (40) | 3.947 (1.15) | 0.059 (0.005; 0.113) | 0.031 | <0.001 | 91.08 | 0.424 |
| Lactose | 17 (36) | 4.811 (0.96) | 0.100 (0.048; 0.152) | <0.001 | <0.001 | 86.74 | 0.269 |
| SCC, ×103 cell/mL | 6 (14) | 3.081 (1.50) | −0.916 (−1.37; −0.46) | <0.001 | <0.001 | 97.05 | 0.480 |
| Urea, mg/dL | 3 (6) | 40.74 (5.46) | −7.73 (−11.77; −3.70) | <0.001 | 0.043 | 56.33 | NA |
| pH | 3 (6) | 6.62 (0.0465) | 0.003 (−0.028; 0.034) | 0.845 | 0.989 | 0.00 | NA |
N: number of studies; NC: number of comparisons; SD: standard deviation; WMD: weighted mean differences between control and treatments with essential oils; CI: confidence interval of WMD; p-Value to χ2 (Q) test of heterogeneity; I2: proportion of total variation of size effect estimates that is due to heterogeneity; 1: Egger’s regression asymmetry test; NA: variables with n < 10 observations, the test does not apply; FE: feed efficiency (kg of milk yield/kg of dry matter intake); SCC: somatic cell count.
Meta-regression comparing the associations between covariates and measured outcomes.
| Parameter | Covariates | QM | Df | R2 (%) | |
|---|---|---|---|---|---|
| Average daily gain (ADG) | Essential oils dose | 0.002 | 1 | 0.968 | 0.0 |
| Supplementation period | 0.824 | 1 | 0.364 | 0.0 | |
| Primary Bioactive Compound | 6.56 | 11 | 0.834 | 0.0 | |
| Dry matter digestibility (DMD) | Essential oils dose | 1.44 | 1 | 0.230 | 0.0 |
| Supplementation period | 3.31 | 1 | 0.069 | 3.23 | |
| Primary bioactive compound | 36.01 | 10 | <0.001 | 17.16 | |
| Organic matter digestibility (OMD) | Essential oils dose | 1.99 | 1 | 0.158 | 5.86 |
| Supplementation period | 0.258 | 1 | 0.612 | 0.0 | |
| Primary bioactive compound | 6.63 | 8 | 0.577 | 0.0 | |
| Crude protein digestibility (CPD) | Essential oils dose | 0.039 | 1 | 0.842 | 6.61 |
| Supplementation period | 0.479 | 1 | 0.489 | 0.0 | |
| Primary bioactive compound | 19.281 | 11 | 0.066 | 0.0 | |
| Neutral detergent fiber digestibility (NDFD) | Essential oils dose | 3.23 | 1 | 0.072 | 7.15 |
| Supplementation period | 2.35 | 1 | 0.125 | 0.0 | |
| Primary bioactive compound | 26.55 | 11 | 0.005 | 7.97 | |
| Acid detergent fiber digestibility (ADFD) | Essential oils dose | 2.44 | 1 | 0.118 | 4.27 |
| Supplementation period | 0.38 | 1 | 0.541 | 9.29 | |
| Primary bioactive compound | 38.50 | 9 | <0.001 | 62.55 | |
| Ruminal pH | Essential oils dose | 0.15 | 1 | 0.696 | 0.0 |
| Supplementation period | 8.55 | 1 | 0.003 | 3.52 | |
| Primary bioactive compound | 56.31 | 16 | <0.001 | 56.20 | |
| Ammonia nitrogen (NH3-N) | Essential oils dose | 8.30 | 1 | 0.004 | 16.39 |
| Supplementation period | 2.19 | 1 | 0.139 | 0.0 | |
| Primary bioactive compound | 48.30 | 15 | <0.001 | 40.93 | |
| Acetate | Essential oils dose | 0.03 | 1 | 0.853 | 0.0 |
| Supplementation period | 3.26 | 1 | 0.071 | 5.78 | |
| Primary bioactive compound | 44.27 | 16 | <0.001 | 7.63 | |
| Propionate | Essential oils dose | 0.56 | 1 | 0.452 | 2.99 |
| Supplementation period | 1.72 | 1 | 0.189 | 0.0 | |
| Primary bioactive compound | 28.69 | 16 | 0.026 | 18.77 | |
| Butyrate | Essential oils dose | 1.15 | 1 | 0.284 | 3.98 |
| Supplementation period | 0.002 | 1 | 0.962 | 8.65 | |
| Primary bioactive compound | 32.71 | 16 | 0.008 | 40.95 | |
| Total ruminal protozoa | Essential oils dose | 2.43 | 1 | 0.119 | 0.0 |
| Supplementation period | 8.89 | 1 | 0.003 | 7.3 | |
| Primary bioactive compound | 31.43 | 8 | <0.001 | 42.04 |
QM: coefficient of moderators; QM is considered significant at p ≤ 0.05; R2: the amount of heterogeneity accounted for; Df: degree of freedom.
Meta-regression comparing the associations between covariates and measured outcomes.
| Parameter | Covariates | QM | df | R2 (%) | |
|---|---|---|---|---|---|
| Meat pH | Essential oils dose | 0.80 | 1 | 0.370 | 0.0 |
| Supplementation period | 11.11 | 1 | 0.065 | 0.0 | |
| Primary bioactive compound | 97.07 | 7 | <0.001 | 100 | |
| Glucose | Essential oils dose | 0.44 | 1 | 0.508 | 1.32 |
| Supplementation period | 0.92 | 1 | 0.336 | 4.64 | |
| Primary bioactive compound | 20.54 | 9 | 0.015 | 30.28 | |
| Cholesterol | Essential oils dose | 1.71 | 1 | 0.191 | 0.0 |
| Supplementation period | 2.31 | 1 | 0.128 | 5.68 | |
| Primary bioactive compound | 14.79 | 10 | 0.140 | 0.0 | |
| Triglycerides | Essential oils dose | 14.64 | 1 | <0.001 | 2.65 |
| Supplementation period | 1.078 | 1 | 0.299 | 0.0 | |
| Primary bioactive compound | 327.36 | 11 | <0.001 | 80.30 | |
| Milk yield | Essential oils dose | 22.22 | 1 | <0.001 | 28.20 |
| Supplementation period | 2.61 | 1 | 0.106 | 0.00 | |
| Primary bioactive compound | 38.58 | 9 | <0.001 | 47.17 | |
| Milk fat | Essential oils dose | 0.03 | 1 | 0.863 | 0.00 |
| Supplementation period | 5.55 | 1 | 0.068 | 0.00 | |
| Primary bioactive compound | 13.05 | 1 | 0.071 | 25.18 | |
| Milk protein | Essential oils dose | 0.078 | 1 | 0.780 | 0.00 |
| Supplementation period | 6.40 | 1 | 0.011 | 10.41 | |
| Primary bioactive compound | 26.17 | 7 | <0.001 | 32.38 | |
| Milk lactose | Essential oils dose | 0.826 | 1 | 0.363 | 0.00 |
| Supplementation period | 7.43 | 1 | 0.106 | 2.05 | |
| Primary bioactive compound | 13.29 | 7 | 0.065 | 0.00 |
QM: coefficient of moderators; QM is considered significant at p ≤ 0.05; R2: the amount of heterogeneity accounted for; df: degree of freedom.
Figure 1Subgroup analysis (subgroup = essential oils dose (mg/kg DM)) of the effect of essential oils on the diet of the small ruminants; WMD = weighted mean differences between essential oil treatments and control.
Figure 2Subgroup analysis (subgroup = supplementation period (days)) of the effect of essential oils on the diet of the small ruminants; WMD = weighted mean differences between essential oil treatments and control.
Figure 3Subgroup analysis (subgroup = primary bioactive compound) of the effect of essential oils supplementation to small ruminants’ diets on their digestibility; WMD = weighted mean differences between essential oil treatments and control.
Figure 4Subgroup analysis (subgroup = primary bioactive compound) of the effect of essential oils supplementation on small ruminants’ diets on their rumen parameters; WMD = weighted mean differences between essential oil treatments and control.
Figure 5Subgroup analysis (subgroup = primary bioactive compound) of the effect of essential oils supplementation to small ruminants’ diets on their blood metabolites; WMD = weighted mean differences between essential oil treatments and control.
Figure 6Subgroup analysis (subgroup = primary bioactive compound) of the effect of essential oils supplementation to small ruminants’ diets on their milk yield and composition; WMD = weighted mean differences between essential oil treatments and control.