Independent predictors were identified through logistic regression analysis, and the model's performance was validated using receiver operating characteristic (ROC) curves in both training and validation cohorts.<h4>Results</h4>Although baseline markers were comparable between groups, post-treatment analysis revealed that the complications group exhibited persistent hypercoagulability and inflammation, as evidenced by elevated levels of D-dimer and CRP/ALB, along with a slower decline in atypical lymphocytes percentage (ALC) (<i>P</i> < 0.05). Here, CRP is linked to thrombophilia.