Subgroups | N | Test of association | Â | Â | Test of heterogeneity | ||
---|---|---|---|---|---|---|---|
 | SMD (95% CI) | z | P | Q | I2(%) | P | |
Apelin | |||||||
Ethnicity | |||||||
 Caucasian | 2 | 0.01 (− 0.40 to 1.26) | 0.06 | 0.95 | 0.02 | 0.00 | 0.88 |
 Asian | 4 | 0.72 (− 0.77 to 2.22) | 0.95 | 0.35 | 88.68 | 96.60 | < 0.05 |
 Combined | 6 | 0.43 (−0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
Age(mean,years) yyeyeyears) | |||||||
 < 30 | 2 | 2.17 (−1.09 to 5.43) | 1.31 | 0.19 | 30.23 | 88.20 | < 0.05 |
 ≥ 30 | 4 | −0.31 (− 0.93 to 0.31) | 0.99 | 0.32 | 25.41 | 96.70 | < 0.05 |
 Combined | 6 | 0.43 (− 0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
BMI(mean,kg/m2) | |||||||
 < 28 | 4 | −0.14 (− 0.85 to 0.57) | 0.39 | 0.70 | 35.40 | 91.50 | < 0.05 |
 ≥ 28 | 2 | 1.84 (−2.09 to 5.77) | 0.92 | 0.36 | 41.58 | 97.60 | < 0.05 |
 Combined | 6 | 0.43 (−0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
Study type | |||||||
 Case-control | 4 | 0.10 (−0.17 to 0.36) | 0.72 | 0.48 | 3.95 | 24.00 | 0.27 |
 Cohort | 2 | 1.37 (−3.48 to 6.22) | 0.55 | 0.58 | 74.68 | 98.70 | < 0.05 |
 Combined | 6 | 0.43 (−0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
Measurement type | |||||||
 ELISA | 4 | 0.72 (−0.77 to 2.22) | 0.95 | 0.35 | 88.68 | 96.60 | < 0.05 |
 RIA | 2 | 0.01 (−0.25 to 0.26) | 0.06 | 0.95 | 0.02 | 0.00 | 0.88 |
 Combined | 6 | 0.43 (−0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
ELISA kits | |||||||
Phoenix Pharmaceuticals | 1 | −1.08 (−1.42 to − 0.73) | 6.16 | < 0.01 | 0.02 | 0.00 | 0.23 |
Eastbiopharm | 1 | 0.54 (0.03 to 1.06) | 2.06 | 0.04 | 25.41 | 25.00 | 0.87 |
Bio-Tek Instruments | 1 | 3.87 (2.80 to 4.94) | 7.10 | < 0.01 | 53.60 | 36.00 | 0.45 |
RayBiotech | 1 | −0.14 (− 0.72 to 0.45) | 0.47 | 0.64 | 37.60 | 28.00 | 0.34 |
Combined | 4 | 0.72 (−0.77 to 2.22) | 0.95 | 0.34 | 88.68 | 96.60 | < 0.05 |
Diagnostic criteria | |||||||
 ADA | 1 | −1.07 (−1.42 to − 0.73) | 6.16 | < 0.05 | 0.00 | NA | NA |
 ACOG | 2 | 2.17 (−1.09 to 5.43) | 1.31 | 0.19 | 30.23 | 96.70 | < 0.05 |
 C&C | 1 | −0.14 (− 0.73 to 0.45) | 0.47 | 0.64 | 0.00 | NA | NA |
 WHO | 2 | 0.01 (−0.25 to 0.26) | 0.06 | 0.95 | 0.02 | 0.00 | 0.88 |
 Combined | 6 | 0.43 (−0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
Measurement trimester | |||||||
 Second | 1 | 0.00 (−0.28 to 0.28) | 0.00 | 1.00 | 89.44 | 95.50 | < 0.05 |
 Third | 5 | 0.57 (−0.62 to 1.76) | 0.94 | 0.35 | 0.00 | NA | NA |
 Combined | 6 | 0.43 (−0.40 to 1.26) | 1.02 | 0.31 | 90.85 | 94.50 | < 0.05 |
Chemerin | |||||||
Ethnicity | |||||||
 Caucasian | 5 | −0.00 (− 0.44 to 0.43) | 0.01 | 0.99 | 19.03 | 79.00 | < 0.05 |
 Asian | 7 | 1.21 (0.09 to 2.35) | 2.11 | 0.04 | 128.50 | 95.30 | < 0.05 |
 Australoid | 1 | −1.76 (−2.17 to 1.36) | 8.53 | 0.36 | 0.00 | NA | NA |
 African | 1 | 2.69 (2.45 to 2.93) | 21.74 | < 0.05 | 0.00 | NA | NA |
 Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | < 0.05 |
Age(mean,years) | |||||||
 < 30 | 9 | 1.51 (0.28 to 2.73) | 2.41 | 0.02 | 306.13 | 97.40 | < 0.05 |
 ≥ 30 | 5 | −0.36 (−1.03 to 0.30) | 1.07 | 0.28 | 75.12 | 94.70 | < 0.05 |
 Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | < 0.05 |
BMI(mean,kg/m2) | |||||||
 < 28 | 5 | −0.75 (−1.62 to 0.11) | 1.71 | 0.09 | 80.05 | 95.00 | < 0.05 |
 ≥ 28 | 9 | 1.69 (0.58 to 2.79) | 2.99 | < 0.05 | 369.82 | 97.80 | < 0.05 |
 Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | < 0.05 |
Study type | |||||||
 Case-control | 13 | 0.86 (−0.08 to 1.80) | 1.79 | 0.07 | 636.04 | 98.10 | < 0.05 |
 Cohort | 1 | −0.07 (− 0.36 to 0.23) | 0.45 | 0.65 | 0.00 | NA | NA |
 Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | < 0.05 |
ELISA kits | |||||||
Millipore | 3 | 0.60 (− 0.50 to 1.71) | 1.07 | 0.29 | 11.90 | 83.20 | 0.29 |
R&D systems | 4 | −0.11 (−1.64 to 1.41) | 0.15 | 0.88 | 100.69 | 97.00 | 0.88 |
Sbjbio | 3 | 2.94 (−2.25 to 0.12) | 1.11 | 0.27 | 98.62 | 98.00 | 0.27 |
Biovendor | 2 | 0.08 (−0.52 to 0.67) | 0.26 | 0.80 | 5.78 | 82.70 | 0.80 |
other kits | 2 | 1.11 (−1.97 to 4.20) | 0.71 | 0.48 | 302.71 | 99.70 | 0.48 |
Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | 0.07 |
Diagnostic criteria | |||||||
 IADPSG | 6 | 0.86 (− 0.72 to 2.43) | 1.07 | 0.29 | 350.75 | 98.60 | < 0.05 |
 ADIPS | 1 | 1.26 (−2.17 to 1.36) | 8.53 | > 0.05 | 0.00 | NA | NA |
 ACOG | 1 | 0.37 (0.06 to 0.69) | 2.31 | 0.02 | 0.00 | NA | NA |
 ADA | 4 | 2.27 (−0.46 to 4.99) | 1.63 | 0.10 | 98.95 | 97.00 | < 0.05 |
 NDDG | 2 | −0.13 (− 0.36 to 0.10) | 1.10 | 0.27 | 0.46 | 0.00 | 0.49 |
 Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | < 0.05 |
Measurement trimester | |||||||
 Second | 8 | 1.09 (0.17 to 2.34) | 1.70 | 0.04 | 484.85 | 98.60 | < 0.05 |
 Third | 6 | 0.40 (−0.61 to 1.41). | 0.77 | 0.44 | 112.32 | 95.50 | < 0.05 |
 Combined | 14 | 0.77 (−0.07 to 1.61) | 1.80 | 0.07 | 651.01 | 98.00 | < 0.05 |
Omentin | |||||||
Ethnicity | |||||||
 Caucasian | 6 | −0.33 (−0.65 to − 0.02) | 2.06 | 0.04 | 13.78 | 63.70 | 0.02 |
 Asian | 2 | −1.04 (−2.87 to 0.79) | 1.11 | 0.27 | 16.82 | 94.10 | < 0.05 |
 Australoid | 2 | − 1.36 (−6.07 to 3.35) | 0.57 | 0.57 | 62.46 | 98.40 | < 0.05 |
 Combined | 10 | −0.73 (−1.26 to − 0.20) | 2.68 | < 0.05 | 97.49 | 90.80 | < 0.05 |
Age(mean,years) | |||||||
 < 30 | 6 | −0.75 (−1.36 to − 0.15) | 2.44 | 0.02 | 27.75 | 82.00 | < 0.05 |
 ≥ 30 | 4 | −0.69 (−1.73 to 0.34) | 1.31 | 0.19 | 68.06 | 95.60 | < 0.05 |
 Combined | 10 | −0.73 (−1.26 to − 0.20) | 2.68 | < 0.05 | 97.49 | 90.80 | < 0.05 |
BMI(mean,kg/m2) | |||||||
 < 28 | 4 | −2.06 (−3.76 to − 0.37) | 2.38 | 0.02 | 59.74 | 95.00 | < 0.05 |
 ≥ 28 | 6 | −0.06 (− 0.38 to 0.27) | 0.35 | 0.73 | 14.48 | 65.50 | 0.01 |
 Combined | 10 | −0.73 (−1.26 to − 0.20) | 2.68 | < 0.05 | 97.49 | 90.80 | < 0.05 |
Study type | |||||||
 Case-control | 4 | −0.57 (−1.20 to 0.05) | 1.79 | 0.07 | 9.72 | 69.10 | 0.02 |
 Cohort | 6 | −0.79 (−1.58 to 0.10) | 1.96 | 0.05 | 87.74 | 94.30 | < 0.05 |
 Combined | 10 | −0.73 (−1.26 to 0.20) | 2.68 | > 0.05 | 97.49 | 90.80 | < 0.05 |
Diagnostic criteria | |||||||
 IADPSG | 2 | −1.33 (−3.30 to 0.65) | 1.32 | 0.19 | 6.15 | 83.80 | 0.01 |
 C&C | 2 | −1.04 (−2.87 to 0.79) | 1.11 | 0.27 | 16.82 | 94.10 | < 0.05 |
 ADIPS | 2 | −1.36 (−6.07 to 3.35) | 0.57 | 0.57 | 62.46 | 98.40 | < 0.05 |
 ADA | 2 | −0.20 (− 0.56 to 0.17) | 1.06 | 0.29 | 3.31 | 69.80 | 0.07 |
 WHO | 2 | −0.24 (− 0.55 to 0.08) | 1.48 | 0.14 | 0.00 | 0.00 | 0.95 |
 Combined | 10 | −0.73 (−1.26 to − 0.20) | 2.68 | < 0.05 | 97.49 | 90.80 | < 0.05 |
ELISA kits | |||||||
 Millipore | 2 | −1.33 (−3.29 to 0.65) | 1.32 | 0.18 | 6.15 | 83.80 | 0.01 |
 Cusabio | 2 | −1.36 (−6.07 to 3.35) | 0.57 | 0.57 | 62.46 | 98.40 | < 0.05 |
 Life Science | 2 | −0.19 (−0.56 to 0.17) | 1.06 | 0.29 | 3.31 | 69.80 | 0.06 |
 Bio Vendor | 2 | −1.09 (−2.81 to 0.64) | 1.24 | 0.21 | 16.53 | 94.00 | < 0.05 |
 other kits | 2 | −0.16 (−0.53 to 0.20) | 0.88 | 0.38 | 0.05 | 0.00 | 0.82 |
 Combined | 10 | −0.73 (−1.26 to − 0.19) | 2.68 | < 0.05 | 97.49 | 90.80 | < 0.05 |
Measurement trimester | |||||||
 Second | 4 | −0.12 (−0.31 to − 0.08) | 1.19 | 0.04 | 84.73 | 94.10 | < 0.05 |
 Third | 6 | −1.27 (−2.45 to 0.08) | 2.10 | 0.23 | 1.10 | 0.00 | 0.78 |
 Combined | 10 | −0.73 (−1.26 to − 0.20) | 2.68 | < 0.05 | 97.49 | 90.80 | < 0.05 |