1. Context
2. Evidence Acquisition
2.1. Protocol and Registration
2.2. Search Strategy, Inclusion, and Exclusion Criteria
2.3. Data Extraction
2.4. Quality Assessment
3. Data Synthesis
| Author, Year, Refrence | Country | Total Number of Study | RCT | Sample Size | Age (y) | Kind of Diet | SMD (CI 95%) | I², (%) | Egger Test P-Value |
|---|---|---|---|---|---|---|---|---|---|
| Hepatic steatosis | |||||||||
| Akhlaghi et al., 2020, (13) | Iran | 13 | 4 | 272 | - | Mediterranean diet | -1.43 (-3.4, 0.58) | 68.9 | No publication bias |
| Garcez et al., 2021, (14) | Brazil | 6 | 2 | 127 | 18 - 81 | low-carbohydrate diet | 0.39 (-1.6, 2.37) | 87.56 | NR |
| Haigh et al., 2022, (15) | UK | 26 | 4 | 233 | 48.3 ± 5.9 | Mediterranean diet | -0.4 (-0.66, 1.61) | 76 | No publication bias |
| 4 | 257 | 48.3 ± 5.9 | calorie-restricted | -5.65 (-7.46, -3.54) | 0 | No publication bias | |||
| FLI | |||||||||
| Haigh et al., 2022, (15) | UK | 26 | 4 | 228 | 48.3 ± 5.9 | Mediterranean diet | -4.86 (-6.86, -2.86) | 71 | No publication bias |
| 1 | 260 | 48.3 ± 5.9 | Calorie-restricted | -2.54 (-4.54, -0.54) | NR | No publication bias | |||
| Kawaguchi et al., 2021, (16) | Japan | 6 | 3 | 140 | 33 - 56 | Mediterranean diet | -1.06 (-1.95, -0.17) | 76 | Significant bias for FLI |
| IHF | |||||||||
| Ahn et al., 2018, (17) | South Korea | 11 | 4 | 22 | NR | Low-carbohydrate diet | 1.7 (-0.3,3.68) | 91 | NR |
| Bueno et al., 2019, (18) | Brazil | 4 | 4 | 183 | > 18 | Low-carbohydrate diet | -2.64 (-4.64, -0.64) | 68.30 | NR |
| Henschel, 2021, (19) | USA | 11 | 4 | 22 | NR | Low-carbohydrate diet | 2.38 (0.38,4.36) | NR | NR |
| Haghighatdoost et al., 2016, (20) | Iran | 10 | 4 | 50 | > 18 | Low-carbohydrate diet | -3.51 (-5.5, -1.51) | 83.20 | 0.34 |
| Houttu et al., 2021, (21) | Finland | 8 | 2 | 72 | 38 - 55 | Mediterranean diet | -0.57 (-1.04, -0.1) | 0 | Did not conducted |
| Liver stiffness | |||||||||
| Haigh et al., 2022, (15) | UK | 26 | 5 | 271 | 48.3 ± 5.9 | Mediterranean diet | -1.99 (-3.97, 0) | 87 | No publication bias |
| 2 | 193 | 48.3 ± 5.9 | Calorie-restricted | -2.64 (-4.6, -0.67) | 0 | No publication bias | |||
| Yin et al., 2021, (22) | China | 6 | 2 | 343 | ≥ 18 | Intermittent fasting | 0.12 (-1.85,2.1) | 0 | Visual inspection of funnel plots |
| Kawaguchi et al., 2021, (16) | Japan | 6 | 2 | 72 | 33 - 56 | Mediterranean diet | -0.67 (-1.7,0.36) | 75 | No publication bias |
Abbreviations: NR, not reported; FLI, Fatty Liver Index; RCT, randomized controlled trials; SMD, standard mean difference; IHF, intrahepatic fat.
| Author, Year, Refrence | Country | Total Number of Study | RCT | Sample Size | Age (y) | Kind of Diet | SMD (CI 95%) | I², (%) | Egger Test P-Value |
|---|---|---|---|---|---|---|---|---|---|
| ALT | |||||||||
| Ahn et al., 2018, (17) | South Korea | 11 | 5 | 33 | NR | Low-carbohydrate diet | 1.57 (-0.4, 3.56) | 73 | NR |
| Henschel et al., 2021, (19) | USA | 11 | 5 | 33 | NR | Low-carbohydrate diet | 1.69 (-0.3, 3.69) | NR | NR |
| Katsagoni et al., 2017, (23) | Greece | 20 | 3 | > 18 | Moderate-carbohydrate diet | 0.05 (-0.27, 0.36) | 0 | No publication bias | |
| Garcez et al., 2021, (6) | Brazil | 6 | 4 | 204 | 18 - 81 | Low-carbohydrate diet | −0.02 (-2.01, 1.96) | 0 | NR |
| Haghighatdoost et al., 2016, (20) | Iran | 10 | 11 | 230 | > 18 | Low-carbohydrate diet | -1.02 (-3.01,0.98) | 87.90 | 0.52 |
| Houttu et al., 2021, (21) | Finland | 8 | 2 | 113 | 38 - 55 | Hypo-caloric diet | -1.09 (-1.49, 0.69) | 0 | Did not conducted |
| 2 | 72 | 38 - 55 | Mediterranean diet | 0.07 (-0.39, 0.53) | 0 | Did not conducted | |||
| Haigh et al., 2022, (15) | UK | 26 | 9 | 413 | 48.3 ± 5.9 | Mediterranean diet | -2.38 (-4.38, -0.38) | 81 | No publication bias |
| 8 | 667 | 48.3 ± 5.9 | Calorie-restricted | -4.24 (-6.25, -2.25) | 0 | No publication bias | |||
| Sangouni et al., 2021, (24) | Iran | 10 | 8 | 498 | ≥ 18 | Mediterranean diet | -1.61 (-3.57,0.39) | NR | 0.95 |
| Yin et al., 2021, (22) | China | 6 | 2 | 194 | ≥ 18 | Intermittent fasting | -6.08 (-8.09, -4.09) | 0 | Visual inspection of funnel plots |
| Kawaguchi et al., 2021, (16) | Japan | 6 | 6 | 295 | 33-56 | Mediterranean diet | -0.79 (-2.21,0.62) | 96 | No publication bias |
| AST | |||||||||
| Ahn et al., 2018, (17) | South Korea | 11 | 4 | 54 | NR | Low-carbohydrate diet | 1.47 (-0.43, 3.52) | 77 | NR |
| Henschel et al., 2021, (19) | USA | 11 | 4 | 54 | NR | Low-carbohydrate diet | 1.65 (-0.35, 3.65) | NR | NR |
| Katsagoni et al, 2017, (23) | Greece | 20 | 4 | > 18 | Moderate-carbohydrate diet | 0.28 (-0.26, 0.82) | 55.60 | No publication bias | |
| Garcez et al., 2021, (14) | Brazil | 6 | 5 | 130 | 18 - 81 | Low-carbohydrate diet | −0.81 (-2.81, 1.19) | 0 | NR |
| Haghighatdoost et al., 2016, (20) | Iran | 10 | 10 | 216 | > 18 | Low-carbohydrate diet | -0.81 (-2.81, 1.19) | 61.40 | 0.38 |
| Houttu et al., 2021, (21) | Finland | 8 | 2 | 113 | 38 - 55 | Hypo-caloric diet | -0.75 (-1.23, 0.23) | 45 | Did not conducted |
| Haigh et al., 2022, (15) | UK | 26 | 6 | 314 | 48.3 ± 5.9 | Mediterranean diet | -1.8 (-3.8, 0.2) | 81 | No publication bias |
| 7 | 628 | 48.3 ± 5.9 | Calorie-restricted | -1.46 (-3.44, 0.54) | 53 | No publication bias | |||
| Sangouni et al., 2021, (24) | Iran | 10 | 4 | 197 | ≥ 18 | Mediterranean diet | -2.2 (-4.09, -0.2) | NR | 0.3 |
| Yin et al., 2021, (22) | China | 6 | 2 | 194 | ≥ 18 | Intermittent fasting | -7.57 (-9.53, -5.55) | 0 | Visual inspection of funnel plots |
| GGT | |||||||||
| Haghighatdoost et al., 2016, (20) | Iran | 10 | 6 | 92 | >18 | low-carbohydrate diet | -0.72 (-2.72,1.28) | 99.40 | 0.86 |
| Houttu et al., 2021, (21) | Finland | 8 | 3 | 154 | 38-55 | Mediterranean diet | 0.04 (-0.28,0.35) | 0 | Did not conducted |
| Sangouni et al., 2021, (24) | Iran | 10 | 9 | 513 | ≥ 18 | Mediterranean diet | -2.08 (-4.08, -0.08) | NR | 0.44 |
Abbreviations: NR, not reported; ALT, alanine transaminase; AST, aspartate aminotransferase; GGT, gamma-glutamyl transferase; RCT, randomized controlled trials; SMD, standard mean difference.
4. Results
4.1. Characteristics of Included Systematic Reviews and Meta-analyses
| Author, Year, Refrence | Country | Observational Study (N) | Sample Size | Age (y) | Kind of diet | OR (CI 95%) | P Random | I² | Egger Test P-Value |
|---|---|---|---|---|---|---|---|---|---|
| Aggarwal et al., 2021, (26) | Cleveland | 5 | 301 | > 15 | Gluten-free diet | 0.214 (0.096, 0.413) | < 0.01 | 97% | NR |
| Akhlaghi et al., 2019, (13) | Iran | 7 | 16823 | NR | Mediterranean diet | 0.95 (0.9 - 1) | 0.05 | 68.1% | 0.002 |
| Hassani Zadeh et al., 2020, (25) | Iran | 5 | 3057 | NR | Mediterranean diet | 0.772 (0.602, 0.989) | 0.041 | NR | 0.04 |
| 14 | 13023 | NR | Prudent diet | 0.786 (0.719, 0.859) | < 0.001 | 12.41% | 0.15 | ||
| 10 | 8787 | NR | Western dietary | 1.567 (1.277, 1.922) | < 0.001 | 46.96% | 0.01 |
Abbreviation: NR, not reported.


