Meta-Analysis
Copyright ©The Author(s) 2025.
World J Methodol. Sep 20, 2025; 15(3): 97415
Published online Sep 20, 2025. doi: 10.5662/wjm.v15.i3.97415
Table 1 Baseline characteristics of the studies included in the meta-analysis, mean ± SD/median (range/25th-75th percentiles)
Ref.
Country
Study design
Arm
Number of patients
Age
Lesion size, in mm
Lesion location (H/U-B/T)
Contrast
Needle
Suction
Number of passes
ROSE
Hou et al[17] ChinaRetrospectiveCEH-EUS FNA5855.1 ± 11.738 ± 1235/23SonoVue22-G-3.7 ± 0.9No
EUS-FNA10556.2 ± 12.539 ± 8.065/40-3.6 ± 0.8
Seicean et al[18]RomaniaProspective, cross-overCEH-EUS FNA5164 (39-83)3531/10SonoVue22-G-2No
EUS-FNA-2
Sugimoto et al[19]JapanRCTCEH-EUS FNA2069.5 ± 10.525.0 ± 8.013/7Sonazoid22-GDS1-5Yes
EUS-FNA2067.1 ± 9.926.5 ± 9.213/7-22-G or 25-G1-5
Facciorusso et al[20]ItalyRetrospectiveCEH-EUS FNA10366 ± 632 ± 1171/32SonoVue22-GDS2.4 ± 0.6No
EUS-FNA10366 ± 832 ± 1071/32-2.7 ± 0.8
Itonaga et al[21]JapanProspective, cross-overCEH-EUS FNA9372.5 (34–89)25.2 (12-56)55/38Sonazoid22-GDS2.6 (2-5)No
EUS-FNA-
Seicean et al[22]RomaniaRCT, cross-overCEH-EUS FNA14864.5 (62.6 – 66.3)30 (20.8- 35)103/45SonoVue22-G-1No
EUS-FNA-1
Cho et al[23]South KoreaRCTCEH-EUS FNA/B12066.3 ± 11.830.9 ± 2.154/66SonoVue19- to 25-G
DS1-5No
EUS-FNA/B12068.3 ± 11.933.1 ± 16.460/60-1-5
Gheorghiu et al[24]RomaniaProspective, cross-overRTE-EUS FNA6066.4 ± 10.030 (29.5 -35)44/16-22-GNo1No
EUS-FNA-1
Lai et al[25]TaiwanRetrospectiveCEH-EUS FNB4863.6 ± 12.629.5 ± 11.529/11/8Sonazoid22-GSSP2.2 ± 0.7No
EUS-FNB8534.8 ± 18.239/36/10-3.6 ± 1.2
Kuo et al[26]TaiwanRCTCEH-EUS FNB5964.7 ± 11.637.5 (28.8-45.9)30/29Sonazoid22-GNo1-6Yes
EUS-FNB5964.1 ± 12.637.5 (30.6-46.2)34/25-1-6
Table 2 Summary of results of diagnostic test accuracy meta-analysis
ParametersStandard EUS-FNA/B
EUS-FNA/B with auxiliary techniques
Values with 95%CI
Heterogeneity
(I2)
Values with 95%CI
Heterogeneity
(I2)
Sensitivity0.82 (0.79-0.85)89.8%0.86 (0.83-0.89)73.6%
Specificity1.00 (0.96-1.00)0.0%1.00 (0.94-1.00)2.7%
Positive LR14.42 (5.64-36.90)0.0%11.11 (4.30-28.71)21.6%
Negative LR0.19 (0.13-0.30)82.5%0.17 (0.13-0.22)40.4%
DOR105.51 (36.38-305.99)0.0%126.87 (44.43-362.28)0.0%
AUROC0.97 (0.95-0.98)-0.96 (0.94-0.98)-
Table 3 Comparative analysis of endoscopic ultrasound-guided fine-needle aspiration/biopsy with auxiliary vs standard technique with sensitivity analysis
Comparison of EUS-FNA/B with auxiliary vs standard techniques
No. of studies
Relative risk
P value
Tau2
Relative sensitivity
Overall91.04 (0.99-1.09)0.08280.91
Studies with CEH-EUS-FNA/B81.05 (1.00-1.10)0.07291.05
Randomized studies41.00 (0.97-1.03)0.90061.41
Relative specificity
Overall91.00 (1.00-1.01)0.81230.41
Studies with CEH-EUS-FNA/B81.00 (1.00-1.01)0.80968.42
Randomized studies41.01 (0.96-1.06)0.78406.31
I2
Diagnostic accuracy
Overall101.02 (0.98-1.07)0.3350%
Studies with CEH-EUS-FNA/B91.03 (0.98-1.09)0.2355%
After single pass51.01 (0.93-1.10)0.1935%
Randomized studies40.99 (0.95-1.02)0.450%
Table 4 Grade of evidence table1
Outcomes
Anticipated absolute effects (95%CI)
Relative effect (95%CI)
No. of patients (studies)
Certainty assessment
Overall certainty of evidence
With standard EUS-FNA/B
With EUS-FNA/B and auxiliary techniques
Risk of bias
Inconsistency
Indirectness
Imprecision
Sensitivity0.82 (0.79-0.85)0.86 (0.83-0.89)RR: 1.04
(0.99-1.09)
1471 (9 studies)++--Low
Specificity1.00
(0.96-1.00)
1.00
(0.94-1.00)
RR: 1.00
(0.99-1.01)
1471 (9 studies)++--Low
Diagnostic accuracy846 per 100017 higher per 1000 (17 lower to 59 more)RR: 1.02 (0.98-1.07)1604 (10 studies)++--Low