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Association between glucose-to-lymphocyte ratio and hematological parameters, delivery timing, and neonatal outcomes in pregnancies complicated by preterm premature rupture of membranes

Year 2025, Volume: 6 Issue: 5, 603 - 608, 24.10.2025

Abstract

Aims: To evaluate the diagnostic significance of the glucose/lymphocyte ratio (GLR) of preterm premature rupture of membranes (PPROM) and its prognostic ability in predicting adverse neonatal outcomes.
Methods: A retrospective assessment was performed on 321 pregnant women who delivered at a tertiary center between January 2023 and January 2025. The study included 156 women diagnosed with PPROM at a gestational age of ≤34+6 weeks. The control group comprised 165 women without PPROM, matched for maternal age, body-mass index (BMI) and gestational week. A poor prognosis was defined as neonatal intensive care unit (NICU) admission, 5-minute APGAR score <7, respiratory distress syndrome (RDS), or neonatal sepsis. GLR, glucose, lymphocyte, and albumin levels were obtained from laboratory data.
Results: No significant difference in GLR was observed between the PPROM and control groups (p>0.05). GLR values remained consistent across latency periods (<72 and ≥72 hours). However, GLR was significantly higher in neonates with poor prognosis (50.9 vs. 41.3, p=0.016). ROC analysis revealed an AUC of 0.621 for GLR (cut-off: 42.6; sensitivity 64.6%, specificity 56%). The AUC for lymphocyte count was 0.619, and for gestational age at diagnosis 0.799, the latter being the strongest predictor. In multivariate logistic regression, gestational age at diagnosis emerged as the only independent predictor of adverse neonatal outcomes (OR=0.61, 95% CI: 0.50–0.74, p<0.001).
Conclusion: GLR is not useful for diagnosing PPROM but may serve as a prognostic marker for neonatal outcomes. Gestational age at diagnosis remains the strongest determinant of prognosis.

Project Number

AEŞH-BADEK2-2025-301

References

  • Castro D, Norwitz ER. Preterm premature rupture of membranes. Obstetrics and Gynecology [Internet]. 2021 May 7 [cited 2025 Jun 20]; Available from: https://deckerip.com/products/obstetrics-and-gynecology/ table-of-contents/?chapter_id=2797
  • Feduniw S, Gaca Z, Malinowska O, et al. The management of pregnancy complicated with the previable preterm and preterm premature rupture of the membranes: what about a limit of neonatal viability?—A review. Diagnostics. 2022;12(8):2025. doi:10.3390/diagnostics12082025
  • Singh N, Pattnaik L, Panda SR, Jena P, Panda J. Fetomaternal outcomes in women affected with preterm premature rupture of membranes: an observational study from a tertiary care center in Eastern India. Cureus. 2022;14(5):e25533. doi:10.7759/cureus.25533
  • Rouzaire M, Corvaisier M, Roumeau V, et al. Predictors of Short latency period exceeding 48 h after preterm premature rupture of membranes. J Clin Med. 2021;10(1):150. doi:10.3390/jcm10010150
  • Karabay G, Bayraktar B, Seyhanli Z, et al. Predictive value of inflammatory markers (NLR, PLR, MLR, SII, SIRI, PIV, IG, and MII) for latency period in preterm premature rupture of membranes (PPROM) pregnancies. BMC Pregnancy Childbirth. 2024;24(1):564. doi:10.1186/s12884-024-06756-w
  • Tokgöz Çakır B, Aktemur G, Karabay G, et al. Evaluation of platelet indices and inflammation markers in preeclampsia. J Clin Med. 2025; 14(5):1406. doi:10.3390/jcm14051406
  • Karanfil Yaman F, Dogru S, Ezveci H, et al. Predictive value of the delta neutrophil index for placenta accreta in cases with placenta previa. Gynecol Obstet Reprod Med. 2025;31(1):1-8. doi:10.21613/gorm.2025.1572
  • Liu L, Zhang BB, Li YZ, et al. Preoperative glucose-to-lymphocyte ratio predicts survival in cancer. Front Endocrinol (Lausanne). 2024;15: 1284152. doi:10.3389/fendo.2024.1284152
  • Hannarici Z, Yılmaz A, Buyukbayram ME, et al. The value of pretreatment glucose-to-lymphocyte ratio for predicting survival of metastatic gastric cancer. Future Oncol. 2023;19(4):315-325. doi:10.2217/fon-2022-0579
  • Bolek H, Kuzu OF, Sertesen Camoz E, et al. Evaluating the prognostic role of glucose-to-lymphocyte ratio in patients with metastatic renal cell carcinoma treated with tyrosine kinase inhibitors in first line: a study by the Turkish Oncology Group Kidney Cancer Consortium (TKCC). Clin Transl Oncol. 2025;27(7):3110-3120. doi:10.1007/s12094-024-03813-w
  • Cho H, Jung I, Kwon J, Kim S, Park Y, Kim Y. The delta neutrophil index as a predictive marker of histological chorioamnionitis in patients with preterm premature rupture of membranes: a retrospective study. PLoS One. 2017;12(3):e0173382. doi:10.1371/journal.pone.0173382
  • Özer P, Özer M, Oğlak S, et al. Evaluating the predictive potential of neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in the second-trimester preterm premature rupture of membranes (PPROM): a retrospective case-control study. Clin Exp Obstet Gynecol. 2024;51(2): e2028. doi:10.31083/j.ceog5102028
  • Horasanlı J, Alp E, Bülbül R. Evaluation of complete blood cell count parameters in the diagnosis of threatened preterm labor and premature rupture of membranes. Dubai Med J. 2022;5:157-162. doi:10.1159/ 000524968
  • Ozel A, Davutoğlu E, Yurtkal A, Madazlı R. How do platelet-to-lymphocyte ratio and neutrophil-to-lymphocyte ratio change in women with preterm premature rupture of membranes and threatened preterm labour? J Obstet Gynaecol. 2020;40:195-199. doi:10.1080/01443615.2019. 1621807
  • Rajakariar R, Lawrence T, Bystrom J, et al. Novel biphasic role for lymphocytes revealed during resolving inflammation. Blood. 2008;111: 4184-4192. doi:10.1182/blood-2007-08-108936
  • Brown M, Fintushel S, Lee M, et al. Chemoattractant receptors and lymphocyte egress from extralymphoid tissue: changing requirements during the course of inflammation. J Immunol. 2010;185:4873-4882. doi: 10.4049/jimmunol.1000676
  • Özkavak O, Şahin D. The value of the second trimester glucose-to-lymphocyte ratio in predicting fetal loss at late preterm and term pregnancies. Ankara City Hosp Med J. 2025. doi:10.5505/achmedj.2025. 69875
  • Tersigni C, Vatish M, D’Ippolito S, Scambia G, Di Simone N. Abnormal uterine inflammation in obstetric syndromes: molecular insights into the role of chemokine decoy receptor D6 and inflammasome NLRP3. Mol Hum Reprod. 2020;26(1):1-10. doi:10.1093/molehr/gaz067
  • Cadaret C, Merrick E, Barnes T, et al. Sustained maternal inflammation during the early third trimester yields intrauterine growth restriction, impaired skeletal muscle glucose metabolism, and diminished β cell function in fetal sheep. J Anim Sci. 2019;97(12):4867-4880. doi:10.1093/jas/skz321
  • Jalkanen K, Virtanen A, Aittoniemi J, et al. Novel biomarkers: soluble urokinase-type plasminogen activator receptor and procalcitonin and histological chorioamnionitis after preterm premature rupture of membranes. Reprod Sci. 2024;31:3175-3182. doi:10.1007/s43032-024-01678-6
  • Parisi F, Milazzo R, Savasi V, Cetin I. Maternal low-grade chronic inflammation and intrauterine programming of health and disease. Int J Mol Sci. 2021;22(4):1732. doi:10.3390/ijms22041732
  • Khodadost M, Ghavami Z, Dargahi R, Amani F. Comparison of platelet to lymphocyte ratio and neutrophil to lymphocyte ratio in women with preterm premature rupture of membranes and women with preterm delivery. Int J Community Med Public Health. 2024;11(5):1512-1516. doi: 10.18203/2394-6040.ijcmph20241816
  • Esercan A, Demir I. Neutrophil/lymphocyte and platelet/lymphocyte ratio in preterm premature rupture of membranes. Cureus. 2023;15(5): e38664. doi:10.7759/cureus.38664
  • Uçkan K, Başkıran Y, Çeleğen İ. Association of subclinical markers of inflammation with preterm premature rupture of membranes and adverse neonatal results: a case-control study. Arch Gynecol Obstet. 2022;306:2063-2068. doi:10.1007/s00404-022-06756-1
  • Esteves J, De Sá R, De Carvalho P, Velarde L. Neonatal outcome in women with preterm premature rupture of membranes (PPROM) between 18 and 26 weeks. J Matern Fetal Neonatal Med. 2016;29(7):1108-1112. doi:10.3109/14767058.2015.1035643
  • Schmidt E, Powell J, Garg B, Caughey A. Association between gestational age and perinatal outcomes in women with late preterm premature rupture of membranes. Am J Perinatol. 2023;41(18):2312-2314. doi:10.1055/a-2328-6192
  • Madan I, Jackson F, Figueroa R, Bahado-Singh R. Preterm prelabor rupture of membranes in singletons: maternal and neonatal outcomes. J Perinat Med. 2023;51(7):787-791. doi:10.1515/jpm-2022-0373
  • Seravalli V, Colucci C, Di Cencio C, Morucchio A, Barsanti F, Di Tommaso M. Latency to delivery and incidence of adverse obstetric and perinatal outcomes in preterm premature rupture of membranes before 32 weeks. Arch Gynecol Obstet. 2025;311:1569-1577. doi:10.1007/s00404-025-07970-3
  • Bohîlțea R, Cioca A, Dima V, et al. Expectant management of PPROM improves neonatal outcome: a retrospective study of 562 patients. J Clin Med. 2021;11(1):214. doi:10.3390/jcm11010214

Preterm erken membran rüptürü olan gebelerde glukoz/lenfosit oranı ile hematolojik parametreler, doğum zamanlaması ve neonatal sonuçlar arasındaki ilişki

Year 2025, Volume: 6 Issue: 5, 603 - 608, 24.10.2025

Abstract

Amaç

Bu çalışma, erken preterm erken membran rüptürü (PPROM) olan gebelerde glukoz/lenfosit oranı (GLR), ek hematolojik parametreler ile doğum zamanı ve neonatal sonuçlar arasındaki ilişkiyi araştırmayı amaçladı.

Gereç ve Yöntem

Ocak 2023 ile Haziran 2025 tarihleri arasında üçüncü basamak bir sağlık merkezinde doğum yapan toplam 321 gebe üzerinde retrospektif bir analiz gerçekleştirildi. Çalışma grubunu, 34. gebelik haftasından önce PPROM tanısı almış 156 gebe oluştururken; kontrol grubunu ise benzer gebelik haftasında doğum yapan ve herhangi bir obstetrik komplikasyon bulunmayan 165 sağlıklı gebe oluşturdu. Gruplar demografik, laboratuvar ve perinatal veriler açısından analiz edildi. GLR, glukoz konsantrasyonunun (mg/dL), mutlak lenfosit sayısına (10³/µL) bölünmesi ile hesaplandı. Membran rüptürünü takiben 72 saat içinde doğum gerçekleşme durumu ve bileşik olumsuz neonatal sonuçların varlığı değerlendirildi.

Bulgular

Lökosit ve lenfosit sayıları PPROM grubunda belirgin şekilde yüksek bulundu (p<0.05). GLR değerleri PPROM ve kontrol grupları arasında benzerdi. Bununla birlikte, 72 saat içinde doğum yapan PPROM olgularında GLR anlamlı derecede düşük bulundu (p=0.034). Ayrıca, bileşik olumsuz neonatal sonuç gözlenen olgularda GLR yüksek, lenfosit düzeyi ise düşük bulundu (p<0.05).

Sonuç

GLR’nin, PPROM olgularında 72 saat içinde doğum gerçekleşmesi ve olumsuz neonatal sonuçlarla ilişkili olduğu saptandı. Rutin laboratuvar verilerinden kolayca hesaplanabilmesi nedeniyle GLR, obstetrik pratikte uygulanabilir, düşük maliyetli ve non-invaziv bir parametre olarak değerlendirilebilir.

Project Number

AEŞH-BADEK2-2025-301

References

  • Castro D, Norwitz ER. Preterm premature rupture of membranes. Obstetrics and Gynecology [Internet]. 2021 May 7 [cited 2025 Jun 20]; Available from: https://deckerip.com/products/obstetrics-and-gynecology/ table-of-contents/?chapter_id=2797
  • Feduniw S, Gaca Z, Malinowska O, et al. The management of pregnancy complicated with the previable preterm and preterm premature rupture of the membranes: what about a limit of neonatal viability?—A review. Diagnostics. 2022;12(8):2025. doi:10.3390/diagnostics12082025
  • Singh N, Pattnaik L, Panda SR, Jena P, Panda J. Fetomaternal outcomes in women affected with preterm premature rupture of membranes: an observational study from a tertiary care center in Eastern India. Cureus. 2022;14(5):e25533. doi:10.7759/cureus.25533
  • Rouzaire M, Corvaisier M, Roumeau V, et al. Predictors of Short latency period exceeding 48 h after preterm premature rupture of membranes. J Clin Med. 2021;10(1):150. doi:10.3390/jcm10010150
  • Karabay G, Bayraktar B, Seyhanli Z, et al. Predictive value of inflammatory markers (NLR, PLR, MLR, SII, SIRI, PIV, IG, and MII) for latency period in preterm premature rupture of membranes (PPROM) pregnancies. BMC Pregnancy Childbirth. 2024;24(1):564. doi:10.1186/s12884-024-06756-w
  • Tokgöz Çakır B, Aktemur G, Karabay G, et al. Evaluation of platelet indices and inflammation markers in preeclampsia. J Clin Med. 2025; 14(5):1406. doi:10.3390/jcm14051406
  • Karanfil Yaman F, Dogru S, Ezveci H, et al. Predictive value of the delta neutrophil index for placenta accreta in cases with placenta previa. Gynecol Obstet Reprod Med. 2025;31(1):1-8. doi:10.21613/gorm.2025.1572
  • Liu L, Zhang BB, Li YZ, et al. Preoperative glucose-to-lymphocyte ratio predicts survival in cancer. Front Endocrinol (Lausanne). 2024;15: 1284152. doi:10.3389/fendo.2024.1284152
  • Hannarici Z, Yılmaz A, Buyukbayram ME, et al. The value of pretreatment glucose-to-lymphocyte ratio for predicting survival of metastatic gastric cancer. Future Oncol. 2023;19(4):315-325. doi:10.2217/fon-2022-0579
  • Bolek H, Kuzu OF, Sertesen Camoz E, et al. Evaluating the prognostic role of glucose-to-lymphocyte ratio in patients with metastatic renal cell carcinoma treated with tyrosine kinase inhibitors in first line: a study by the Turkish Oncology Group Kidney Cancer Consortium (TKCC). Clin Transl Oncol. 2025;27(7):3110-3120. doi:10.1007/s12094-024-03813-w
  • Cho H, Jung I, Kwon J, Kim S, Park Y, Kim Y. The delta neutrophil index as a predictive marker of histological chorioamnionitis in patients with preterm premature rupture of membranes: a retrospective study. PLoS One. 2017;12(3):e0173382. doi:10.1371/journal.pone.0173382
  • Özer P, Özer M, Oğlak S, et al. Evaluating the predictive potential of neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in the second-trimester preterm premature rupture of membranes (PPROM): a retrospective case-control study. Clin Exp Obstet Gynecol. 2024;51(2): e2028. doi:10.31083/j.ceog5102028
  • Horasanlı J, Alp E, Bülbül R. Evaluation of complete blood cell count parameters in the diagnosis of threatened preterm labor and premature rupture of membranes. Dubai Med J. 2022;5:157-162. doi:10.1159/ 000524968
  • Ozel A, Davutoğlu E, Yurtkal A, Madazlı R. How do platelet-to-lymphocyte ratio and neutrophil-to-lymphocyte ratio change in women with preterm premature rupture of membranes and threatened preterm labour? J Obstet Gynaecol. 2020;40:195-199. doi:10.1080/01443615.2019. 1621807
  • Rajakariar R, Lawrence T, Bystrom J, et al. Novel biphasic role for lymphocytes revealed during resolving inflammation. Blood. 2008;111: 4184-4192. doi:10.1182/blood-2007-08-108936
  • Brown M, Fintushel S, Lee M, et al. Chemoattractant receptors and lymphocyte egress from extralymphoid tissue: changing requirements during the course of inflammation. J Immunol. 2010;185:4873-4882. doi: 10.4049/jimmunol.1000676
  • Özkavak O, Şahin D. The value of the second trimester glucose-to-lymphocyte ratio in predicting fetal loss at late preterm and term pregnancies. Ankara City Hosp Med J. 2025. doi:10.5505/achmedj.2025. 69875
  • Tersigni C, Vatish M, D’Ippolito S, Scambia G, Di Simone N. Abnormal uterine inflammation in obstetric syndromes: molecular insights into the role of chemokine decoy receptor D6 and inflammasome NLRP3. Mol Hum Reprod. 2020;26(1):1-10. doi:10.1093/molehr/gaz067
  • Cadaret C, Merrick E, Barnes T, et al. Sustained maternal inflammation during the early third trimester yields intrauterine growth restriction, impaired skeletal muscle glucose metabolism, and diminished β cell function in fetal sheep. J Anim Sci. 2019;97(12):4867-4880. doi:10.1093/jas/skz321
  • Jalkanen K, Virtanen A, Aittoniemi J, et al. Novel biomarkers: soluble urokinase-type plasminogen activator receptor and procalcitonin and histological chorioamnionitis after preterm premature rupture of membranes. Reprod Sci. 2024;31:3175-3182. doi:10.1007/s43032-024-01678-6
  • Parisi F, Milazzo R, Savasi V, Cetin I. Maternal low-grade chronic inflammation and intrauterine programming of health and disease. Int J Mol Sci. 2021;22(4):1732. doi:10.3390/ijms22041732
  • Khodadost M, Ghavami Z, Dargahi R, Amani F. Comparison of platelet to lymphocyte ratio and neutrophil to lymphocyte ratio in women with preterm premature rupture of membranes and women with preterm delivery. Int J Community Med Public Health. 2024;11(5):1512-1516. doi: 10.18203/2394-6040.ijcmph20241816
  • Esercan A, Demir I. Neutrophil/lymphocyte and platelet/lymphocyte ratio in preterm premature rupture of membranes. Cureus. 2023;15(5): e38664. doi:10.7759/cureus.38664
  • Uçkan K, Başkıran Y, Çeleğen İ. Association of subclinical markers of inflammation with preterm premature rupture of membranes and adverse neonatal results: a case-control study. Arch Gynecol Obstet. 2022;306:2063-2068. doi:10.1007/s00404-022-06756-1
  • Esteves J, De Sá R, De Carvalho P, Velarde L. Neonatal outcome in women with preterm premature rupture of membranes (PPROM) between 18 and 26 weeks. J Matern Fetal Neonatal Med. 2016;29(7):1108-1112. doi:10.3109/14767058.2015.1035643
  • Schmidt E, Powell J, Garg B, Caughey A. Association between gestational age and perinatal outcomes in women with late preterm premature rupture of membranes. Am J Perinatol. 2023;41(18):2312-2314. doi:10.1055/a-2328-6192
  • Madan I, Jackson F, Figueroa R, Bahado-Singh R. Preterm prelabor rupture of membranes in singletons: maternal and neonatal outcomes. J Perinat Med. 2023;51(7):787-791. doi:10.1515/jpm-2022-0373
  • Seravalli V, Colucci C, Di Cencio C, Morucchio A, Barsanti F, Di Tommaso M. Latency to delivery and incidence of adverse obstetric and perinatal outcomes in preterm premature rupture of membranes before 32 weeks. Arch Gynecol Obstet. 2025;311:1569-1577. doi:10.1007/s00404-025-07970-3
  • Bohîlțea R, Cioca A, Dima V, et al. Expectant management of PPROM improves neonatal outcome: a retrospective study of 562 patients. J Clin Med. 2021;11(1):214. doi:10.3390/jcm11010214
There are 29 citations in total.

Details

Primary Language English
Subjects Obstetrics and Gynaecology, Reproduction
Journal Section Research Articles [en] Araştırma Makaleleri [tr]
Authors

Neval Çayönü Kahraman 0000-0001-8832-0081

Furkan Akın 0009-0004-4026-1974

Şevki Çelen 0000-0001-7033-3474

Ali Çağlar 0000-0002-7022-3029

Project Number AEŞH-BADEK2-2025-301
Publication Date October 24, 2025
Submission Date August 22, 2025
Acceptance Date October 23, 2025
Published in Issue Year 2025 Volume: 6 Issue: 5

Cite

AMA Çayönü Kahraman N, Akın F, Çelen Ş, Çağlar A. Association between glucose-to-lymphocyte ratio and hematological parameters, delivery timing, and neonatal outcomes in pregnancies complicated by preterm premature rupture of membranes. J Med Palliat Care / JOMPAC / jompac. October 2025;6(5):603-608.

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