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Dynamic Changes in Systemic Inflammatory Indices Predict Residual High-Grade Lesions After Margin-Positive Cervical
Gabriella Vajda1,2, Kornél Lakatos3, Lotti Lőczi1,4
1Department of Obstetrics and Gynecology, Semmelweis University, 1082 Budapest, Hungary.
Cancers
|April 14, 2026
Summary
Changes in systemic inflammatory indices like the platelet-to-lymphocyte ratio (PLR) and systemic immune-inflammation index (SII) can help predict residual high-grade cervical lesions after loop electrosurgical excision procedures (LEEP). These markers offer a cost-effective adjunct to HPV testing for risk stratification.
Area of Science:
- Oncology
- Immunology
- Biomarkers
Background:
- Cervical cancer is a significant global health issue.
- Loop electrosurgical excision procedure (LEEP) treats cervical intraepithelial neoplasia, but positive margins necessitate further management.
- Current post-LEEP surveillance relies on HPV testing, which has limitations in specificity, highlighting the need for additional biomarkers.
Purpose of the Study:
- To investigate if changes in systemic inflammatory indices predict residual high-grade lesions after incomplete LEEP.
- To evaluate the predictive value of dynamic changes in platelet-to-lymphocyte ratio (PLR), systemic inflammation response index (SIRI), and systemic immune-inflammation index (SII).
Main Methods:
- A multicenter retrospective study of 125 patients undergoing repeat surgery after LEEP due to positive margins.
- Analysis of preoperative inflammatory index changes (ΔPLR, ΔSIRI, ΔSII) between the first and second procedures.
- Comparison of index changes with histopathological findings of the second surgery using Mann-Whitney U test and ROC analysis.
Main Results:
- Significant differences in ΔPLR (p=0.032) and ΔSII (p=0.048) were observed between patients with and without residual high-grade lesions or invasive cancer.
- ΔSIRI showed borderline significance (p=0.050), but was significantly associated with invasive cancer (p=0.035).
- Receiver operating characteristic (ROC) analysis indicated modest predictive performance (AUC ≈ 0.60).
Conclusions:
- Dynamic changes in PLR, SIRI, and SII show potential as inexpensive adjunct biomarkers for risk stratification after incomplete LEEP.
- These inflammatory indices can complement HPV testing in specific clinical scenarios for improved post-treatment surveillance.
- Further research may validate these markers for routine clinical use in managing cervical abnormalities.

