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. 2026 Jul 13;17:1817587. doi: 10.3389/fendo.2026.1817587

Table 3.

GRADE/CINeMA summary table for key comparisons evaluating on sperm DNA fragmentation and clinical pregnancy outcome.

Outcome Comparisons Number of studies Within-study bias Reporting bias Indirectness Imprecision Heterogeneity Incoherence NMA quality
Sperm DNA fragmentation MFSS vs DGC 7 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊕⊕ Moderate
MFSS vs PSU 5 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ Low
MFSS vs DGC-PSU Indirect* ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊙⊙ Very low
MFSS vs MACS 1 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊕ Low
MFSS vs DGC-MACS Indirect* ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊙⊙ Very low
MACS-DGC vs DGC 2 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊕ Low
MACS vs DGC 4 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊙ Low
DGC-MACS vs DGC 10 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊙ Low
DSU vs DGC 6 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊕ Low
PSU vs DGC 21 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊕ Low
DGC-PSU vs DGC 6 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊕ Low
Clinical pregnancy outcome DGC vs combination of MACS and DGC 4 ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊕ Low
MFSS vs DGC 3 ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊙⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ Low
DGC vs SU 1 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊙⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ Very low
MFSS vs SU 2 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊙⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ Low
MFSS vs combination of MACS and DGC 0 ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊙⊙ ⊕⊕⊕⊕ Very low
combination of MACS and DGC vs SU 0 ⊕⊕⊕⊕ ⊕⊕⊕⊙ ⊕⊕⊕⊙ ⊕⊕⊕⊕ ⊕⊕⊕⊕ ⊕⊕⊕⊕ Low

This table summarize the certainty of evidence for key comparisons for DNA fragmentation and clinical pregnancy outcome using the GRADE framework. Each domain is rated according to CINeMA’s judgements (no concerns, some concerns, major concerns) and translated into GRADE symbols: ⊕⊕⊕⊕ — no concerns (no downgrade), ⊕⊕⊕⊙ —some concerns (downgrade one level) and ⊕⊕⊙⊙ —major concerns (downgraded two levels).

*Indirect means when the network estimate is derived exclusively from indirect evidence. The final NMA quality reflects CINeMA’s overall confidence in the network estimate.

DGC, density gradient centrifugation; PSU, Pellet Swim-Up; DSU, Direct Swim-Up; DGC-PSU, Swim-Up after DGC (treated as PSU in analysis); MACS, magnetic-activated cell sorting; MACS-DGC, DGC-MACS, PSU-MACS, MACS-WSU, sequential combination methods; MFSS, Microfluidic sperm sorting; GRADE, Grading of Recommendations Assessment, Development and Evaluation; CINeMA, Confidence in Network Meta-Analysis.