Journals / SDÜ Tıp Fakültesi Dergisi / 2026 / Cilt: 33 Sayı: 3

Fragmented QRS and Neutrophil-to-Lymphocyte Ratio as Noninvasive Biomarkers of Lymphovascular Space Invasion in Endometrial Cancer: A Retrospective Cohort Study

Candost Hanedan(Ankara Etlik City Hospital)0000-0003-3435-8943
Hande Nur Oncu(Ankara Etlik City Hospital)0000-0002-9407-2704
Nurullah Çetin(MANISA CELAL BAYAR UNIVERSITY)0000-0002-4158-5469
Çağanay Soysal(Ankara Etlik City Hospital)0000-0002-4381-6099
Vakkas Korkmaz(LOKMAN HEKIM UNIVERSITY)0000-0001-8895-6864
Pages
327–335
Publication Date
2026-09-24
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

However, these findings should be considered explor- atory, and further prospective studies are required be- fore clinical implementation can be recommended.

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Objective & Hypothesis:Objective To evaluate the prognostic significance of fragmented QRS (fQRS) on electrocardiography and the neutro- phil-to-lymphocyte ratio (NLR) as noninvasive bio- markers in endometrial cancer, with particular focus on their association with lymphovascular space inva- sion (LVSI).
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Key Findings & Data:Material and Method In this retrospective cohort study, 198 patients who underwent surgery for endometrial cancer were in- cluded.
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Conclusion & Impact:However, these findings should be considered explor- atory, and further prospective studies are required be- fore clinical implementation can be recommended.
🔬Design:Araştırma Makalesi
📍Scope:2023 Verileri
⚙️Variables:Endometrial cancer · Fragmented QRS · Lymphovascular space invasion

Abstract

Objective To evaluate the prognostic significance of fragmented QRS (fQRS) on electrocardiography and the neutro- phil-to-lymphocyte ratio (NLR) as noninvasive bio- markers in endometrial cancer, with particular focus on their association with lymphovascular space inva- sion (LVSI). Material and Method In this retrospective cohort study, 198 patients who underwent surgery for endometrial cancer were in- cluded. All cases were staged according to the 2023 FIGO classification. Preoperative complete blood counts and electrocardiograms were assessed to de- termine NLR and the presence of fQRS. Clinicopath- ological variables, including LVSI status, were record- ed and statistically analyzed. Results The median NLR was significantly higher in patients with fragmented QRS compared with those with- out fragmented QRS (2.45 [1.46–12.42] vs. 2.04 [0.66–7.72], p = 0.013). LVSI positivity was observed more frequently among patients with fQRS (30% vs. 11.3%, p = 0.007). ROC curve analysis identified an optimal NLR cut-off value of 2.4 for predicting substan- tial LVSI (AUC = 0.62, 95 % CI: 0.55–0.69, p = 0.013), with a sensitivity of 64.3% and specificity of 58.2%. Multivariable logistic regression analysis demonstrat- ed that higher BMI (OR: 1.07, 95% CI: 1.01–1.14, p = 0.031), smoking (OR: 2.84, 95% CI: 1.18–6.84, p = 0.020), hypertension (OR: 0.38, 95% CI: 0.15–0.96, p = 0.041), and LVSI positivity (OR: 3.21, 95% CI: 1.24– 8.31, p = 0.016) were independently associated with the presence of fragmented QRS. Conclusion Both fQRS and NLR were associated with LVSI in pa- tients with endometrial cancer and may reflect adverse pathological features related to tumor aggressiveness. However, these findings should be considered explor- atory, and further prospective studies are required be- fore clinical implementation can be recommended.

Özet

Objective To evaluate the prognostic significance of fragmented QRS (fQRS) on electrocardiography and the neutro- phil-to-lymphocyte ratio (NLR) as noninvasive bio- markers in endometrial cancer, with particular focus on their association with lymphovascular space inva- sion (LVSI). Material and Method In this retrospective cohort study, 198 patients who underwent surgery for endometrial cancer were in- cluded. All cases were staged according to the 2023 FIGO classification. Preoperative complete blood counts and electrocardiograms were assessed to de- termine NLR and the presence of fQRS. Clinicopath- ological variables, including LVSI status, were record- ed and statistically analyzed. Results The median NLR was significantly higher in patients with fragmented QRS compared with those with- out fragmented QRS (2.45 [1.46–12.42] vs. 2.04 [0.66–7.72], p = 0.013). LVSI positivity was observed more frequently among patients with fQRS (30% vs. 11.3%, p = 0.007). ROC curve analysis identified an optimal NLR cut-off value of 2.4 for predicting substan- tial LVSI (AUC = 0.62, 95 % CI: 0.55–0.69, p = 0.013), with a sensitivity of 64.3% and specificity of 58.2%. Multivariable logistic regression analysis demonstrat- ed that higher BMI (OR: 1.07, 95% CI: 1.01–1.14, p = 0.031), smoking (OR: 2.84, 95% CI: 1.18–6.84, p = 0.020), hypertension (OR: 0.38, 95% CI: 0.15–0.96, p = 0.041), and LVSI positivity (OR: 3.21, 95% CI: 1.24– 8.31, p = 0.016) were independently associated with the presence of fragmented QRS. Conclusion Both fQRS and NLR were associated with LVSI in pa- tients with endometrial cancer and may reflect adverse pathological features related to tumor aggressiveness. However, these findings should be considered explor- atory, and further prospective studies are required be- fore clinical implementation can be recommended.

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Cite This Article

Hanedan, C., Oncu, H. N., Çetin, N., Soysal, Ç., Korkmaz, V. (2026). Fragmented QRS and Neutrophil-to-Lymphocyte Ratio as Noninvasive Biomarkers of Lymphovascular Space Invasion in Endometrial Cancer: A Retrospective Cohort Study. SDÜ Tıp Fakültesi Dergisi, Cilt: 33 Sayı: 3, 327–335. https://doi.org/10.17343/sdutfd.1911275

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