In conclusion, this retrospective cohort study reveals that elevated levels of SII, NLR, lymphocytes, neutrophils, and platelets are positively correlated with a higher risk of GDM. It is noteworthy that these parameters are widely adopted in the clinical realm and are readily available for laboratory testing. Therefore, we propose that these parameters could serve as reliable predictors for the future incidence of GDM.


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